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chore: sync EEE pipeline output [2026-04-04 04:53 UTC]

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  1. data/benchmarks.json +2 -2
  2. data/benchmarks/appworld_test_normal.json +1 -1
  3. data/benchmarks/browsecompplus.json +2 -2
  4. data/benchmarks/hfopenllm_v2.json +218 -205
  5. data/benchmarks/livecodebenchpro.json +3 -3
  6. data/benchmarks/reward-bench.json +195 -181
  7. data/benchmarks/swe-bench.json +3 -3
  8. data/benchmarks/tau-bench-2_airline.json +3 -3
  9. data/benchmarks/tau-bench-2_retail.json +1 -1
  10. data/benchmarks/tau-bench-2_telecom.json +2 -2
  11. data/benchmarks/terminal-bench-2.0.json +18 -18
  12. data/developers.json +2 -2
  13. data/developers/adriszmar.json +6 -6
  14. data/developers/ai2.json +3 -3
  15. data/developers/alibaba.json +1 -1
  16. data/developers/allenai.json +41 -26
  17. data/developers/amd.json +5 -5
  18. data/developers/anthropic.json +28 -28
  19. data/developers/atanddev.json +6 -6
  20. data/developers/boltmonkey.json +6 -6
  21. data/developers/bunnycore.json +6 -6
  22. data/developers/cir-ams.json +7 -7
  23. data/developers/cpayne1303.json +5 -5
  24. data/developers/daemontatox.json +6 -6
  25. data/developers/davielion.json +5 -5
  26. data/developers/dfurman.json +6 -6
  27. data/developers/doppelreflex.json +6 -6
  28. data/developers/google.json +20 -20
  29. data/developers/gunulhona.json +5 -5
  30. data/developers/hendrydong.json +7 -7
  31. data/developers/huggingfacetb.json +6 -6
  32. data/developers/icefog72.json +14 -0
  33. data/developers/internlm.json +18 -18
  34. data/developers/isaak-carter.json +6 -6
  35. data/developers/leroydyer.json +5 -5
  36. data/developers/llmat.json +6 -6
  37. data/developers/microsoft.json +11 -11
  38. data/developers/mistralai.json +6 -6
  39. data/developers/mlabonne.json +6 -6
  40. data/developers/multiple.json +1 -1
  41. data/developers/nazimali.json +6 -6
  42. data/developers/nexusflow.json +7 -7
  43. data/developers/nicolinho.json +6 -6
  44. data/developers/ontocord.json +6 -6
  45. data/developers/openai.json +29 -29
  46. data/developers/openassistant.json +21 -21
  47. data/developers/openbmb.json +14 -14
  48. data/developers/pku-alignment.json +7 -7
  49. data/developers/primeintellect.json +4 -4
  50. data/developers/prithivmlmods.json +6 -6
data/benchmarks.json CHANGED
@@ -45,7 +45,7 @@
45
  },
46
  {
47
  "benchmark": "hfopenllm_v2",
48
- "model_count": 4493
49
  },
50
  {
51
  "benchmark": "la_leaderboard",
@@ -57,7 +57,7 @@
57
  },
58
  {
59
  "benchmark": "reward-bench",
60
- "model_count": 327
61
  },
62
  {
63
  "benchmark": "swe-bench",
 
45
  },
46
  {
47
  "benchmark": "hfopenllm_v2",
48
+ "model_count": 4494
49
  },
50
  {
51
  "benchmark": "la_leaderboard",
 
57
  },
58
  {
59
  "benchmark": "reward-bench",
60
+ "model_count": 328
61
  },
62
  {
63
  "benchmark": "swe-bench",
data/benchmarks/appworld_test_normal.json CHANGED
@@ -13,7 +13,7 @@
13
  "name": "gemini-3-pro-preview",
14
  "developer": "Google",
15
  "scores": {
16
- "appworld/test_normal": 0.36
17
  }
18
  },
19
  {
 
13
  "name": "gemini-3-pro-preview",
14
  "developer": "Google",
15
  "scores": {
16
+ "appworld/test_normal": 0.13
17
  }
18
  },
19
  {
data/benchmarks/browsecompplus.json CHANGED
@@ -5,7 +5,7 @@
5
  "name": "claude-opus-4-5",
6
  "developer": "Anthropic",
7
  "scores": {
8
- "browsecompplus": 0.61
9
  }
10
  },
11
  {
@@ -21,7 +21,7 @@
21
  "name": "gpt-5.2-2025-12-11",
22
  "developer": "OpenAI",
23
  "scores": {
24
- "browsecompplus": 0.26
25
  }
26
  }
27
  ]
 
5
  "name": "claude-opus-4-5",
6
  "developer": "Anthropic",
7
  "scores": {
8
+ "browsecompplus": 0.49
9
  }
10
  },
11
  {
 
21
  "name": "gpt-5.2-2025-12-11",
22
  "developer": "OpenAI",
23
  "scores": {
24
+ "browsecompplus": 0.48
25
  }
26
  }
27
  ]
data/benchmarks/hfopenllm_v2.json CHANGED
@@ -1019,12 +1019,12 @@
1019
  "name": "Qwen2.5-1.5B-continuous-learnt",
1020
  "developer": "AtAndDev",
1021
  "scores": {
1022
- "IFEval": 0.4605,
1023
- "BBH": 0.4258,
1024
- "MATH Level 5": 0.0748,
1025
- "GPQA": 0.2659,
1026
- "MUSR": 0.3636,
1027
- "MMLU-PRO": 0.2812
1028
  }
1029
  },
1030
  {
@@ -1747,12 +1747,12 @@
1747
  "name": "NeuralDaredevil-SuperNova-Lite-7B-DARETIES-abliterated",
1748
  "developer": "BoltMonkey",
1749
  "scores": {
1750
- "IFEval": 0.7999,
1751
- "BBH": 0.5152,
1752
- "MATH Level 5": 0.1193,
1753
- "GPQA": 0.281,
1754
- "MUSR": 0.4019,
1755
- "MMLU-PRO": 0.3733
1756
  }
1757
  },
1758
  {
@@ -3229,12 +3229,12 @@
3229
  "name": "PathfinderAI",
3230
  "developer": "Daemontatox",
3231
  "scores": {
3232
- "IFEval": 0.3745,
3233
- "BBH": 0.6668,
3234
- "MATH Level 5": 0.4758,
3235
- "GPQA": 0.3943,
3236
- "MUSR": 0.4858,
3237
- "MMLU-PRO": 0.5593
3238
  }
3239
  },
3240
  {
@@ -4009,12 +4009,12 @@
4009
  "name": "Llama-3.2-1B-SPIN-iter0",
4010
  "developer": "DavieLion",
4011
  "scores": {
4012
- "IFEval": 0.1549,
4013
- "BBH": 0.2937,
4014
- "MATH Level 5": 0.006,
4015
- "GPQA": 0.2576,
4016
  "MUSR": 0.3565,
4017
- "MMLU-PRO": 0.1128
4018
  }
4019
  },
4020
  {
@@ -4646,12 +4646,12 @@
4646
  "name": "MN-12B-LilithFrame",
4647
  "developer": "DoppelReflEx",
4648
  "scores": {
4649
- "IFEval": 0.436,
4650
- "BBH": 0.4956,
4651
- "MATH Level 5": 0.0589,
4652
- "GPQA": 0.3205,
4653
- "MUSR": 0.3843,
4654
- "MMLU-PRO": 0.3237
4655
  }
4656
  },
4657
  {
@@ -8728,12 +8728,12 @@
8728
  "name": "Gemma-Ko-Merge-PEFT",
8729
  "developer": "Gunulhona",
8730
  "scores": {
8731
- "IFEval": 0.288,
8732
- "BBH": 0.5154,
8733
  "MATH Level 5": 0.0,
8734
- "GPQA": 0.3247,
8735
- "MUSR": 0.408,
8736
- "MMLU-PRO": 0.3817
8737
  }
8738
  },
8739
  {
@@ -9144,12 +9144,12 @@
9144
  "name": "SmolLM2-135M-Instruct",
9145
  "developer": "HuggingFaceTB",
9146
  "scores": {
9147
- "IFEval": 0.2883,
9148
- "BBH": 0.3124,
9149
- "MATH Level 5": 0.003,
9150
- "GPQA": 0.2357,
9151
- "MUSR": 0.3662,
9152
- "MMLU-PRO": 0.1115
9153
  }
9154
  },
9155
  {
@@ -9378,12 +9378,12 @@
9378
  "name": "JOSIEv4o-8b-stage1-v4",
9379
  "developer": "Isaak-Carter",
9380
  "scores": {
9381
- "IFEval": 0.2553,
9382
- "BBH": 0.4725,
9383
- "MATH Level 5": 0.0529,
9384
- "GPQA": 0.2919,
9385
- "MUSR": 0.3654,
9386
- "MMLU-PRO": 0.3316
9387
  }
9388
  },
9389
  {
@@ -13031,12 +13031,12 @@
13031
  "name": "SpydazWeb_AI_HumanAI_012_INSTRUCT_IA",
13032
  "developer": "LeroyDyer",
13033
  "scores": {
13034
- "IFEval": 0.3066,
13035
- "BBH": 0.4577,
13036
  "MATH Level 5": 0.0446,
13037
- "GPQA": 0.2995,
13038
- "MUSR": 0.4254,
13039
- "MMLU-PRO": 0.2318
13040
  }
13041
  },
13042
  {
@@ -18141,11 +18141,11 @@
18141
  "developer": "PrimeIntellect",
18142
  "scores": {
18143
  "IFEval": 0.1757,
18144
- "BBH": 0.276,
18145
  "MATH Level 5": 0.0,
18146
- "GPQA": 0.2534,
18147
- "MUSR": 0.3339,
18148
- "MMLU-PRO": 0.1123
18149
  }
18150
  },
18151
  {
@@ -18712,12 +18712,12 @@
18712
  "name": "ODB-14B-sce",
18713
  "developer": "Quazim0t0",
18714
  "scores": {
18715
- "IFEval": 0.7016,
18716
- "BBH": 0.6942,
18717
- "MATH Level 5": 0.4116,
18718
- "GPQA": 0.3624,
18719
- "MUSR": 0.4571,
18720
- "MMLU-PRO": 0.5411
18721
  }
18722
  },
18723
  {
@@ -19726,12 +19726,12 @@
19726
  "name": "Qwen2.5-Coder-7B-Instruct",
19727
  "developer": "Qwen",
19728
  "scores": {
19729
- "IFEval": 0.6101,
19730
- "BBH": 0.5008,
19731
- "MATH Level 5": 0.3716,
19732
- "GPQA": 0.2919,
19733
- "MUSR": 0.4073,
19734
- "MMLU-PRO": 0.3352
19735
  }
19736
  },
19737
  {
@@ -25069,12 +25069,12 @@
25069
  "name": "Llama3.1-8B-Cobalt",
25070
  "developer": "ValiantLabs",
25071
  "scores": {
25072
- "IFEval": 0.3496,
25073
- "BBH": 0.4947,
25074
- "MATH Level 5": 0.1269,
25075
- "GPQA": 0.3037,
25076
- "MUSR": 0.3959,
25077
- "MMLU-PRO": 0.3644
25078
  }
25079
  },
25080
  {
@@ -25121,12 +25121,12 @@
25121
  "name": "Llama3.1-8B-ShiningValiant2",
25122
  "developer": "ValiantLabs",
25123
  "scores": {
25124
- "IFEval": 0.2678,
25125
- "BBH": 0.4429,
25126
- "MATH Level 5": 0.0521,
25127
- "GPQA": 0.302,
25128
- "MUSR": 0.3959,
25129
- "MMLU-PRO": 0.2927
25130
  }
25131
  },
25132
  {
@@ -26603,12 +26603,12 @@
26603
  "name": "QAIMath-Qwen2.5-7B-TIES",
26604
  "developer": "adriszmar",
26605
  "scores": {
26606
- "IFEval": 0.1685,
26607
- "BBH": 0.3124,
26608
- "MATH Level 5": 0.0015,
26609
- "GPQA": 0.2492,
26610
- "MUSR": 0.3963,
26611
- "MMLU-PRO": 0.1066
26612
  }
26613
  },
26614
  {
@@ -26954,12 +26954,12 @@
26954
  "name": "Llama-3.1-Tulu-3-8B",
26955
  "developer": "allenai",
26956
  "scores": {
26957
- "IFEval": 0.8255,
26958
- "BBH": 0.4061,
26959
- "MATH Level 5": 0.2115,
26960
- "GPQA": 0.297,
26961
  "MUSR": 0.4175,
26962
- "MMLU-PRO": 0.2821
26963
  }
26964
  },
26965
  {
@@ -28449,11 +28449,11 @@
28449
  "name": "AMD-Llama-135m",
28450
  "developer": "amd",
28451
  "scores": {
28452
- "IFEval": 0.1842,
28453
- "BBH": 0.2974,
28454
- "MATH Level 5": 0.0053,
28455
- "GPQA": 0.2525,
28456
- "MUSR": 0.378,
28457
  "MMLU-PRO": 0.1169
28458
  }
28459
  },
@@ -30360,12 +30360,12 @@
30360
  "name": "Llama-3.2-3B-Deep-Test",
30361
  "developer": "bunnycore",
30362
  "scores": {
30363
- "IFEval": 0.4652,
30364
- "BBH": 0.4531,
30365
- "MATH Level 5": 0.1284,
30366
- "GPQA": 0.2643,
30367
- "MUSR": 0.3394,
30368
- "MMLU-PRO": 0.3152
30369
  }
30370
  },
30371
  {
@@ -31790,12 +31790,12 @@
31790
  "name": "llama-43m-beta",
31791
  "developer": "cpayne1303",
31792
  "scores": {
31793
- "IFEval": 0.1949,
31794
- "BBH": 0.2965,
31795
- "MATH Level 5": 0.0045,
31796
  "GPQA": 0.2685,
31797
- "MUSR": 0.3885,
31798
- "MMLU-PRO": 0.1111
31799
  }
31800
  },
31801
  {
@@ -32167,12 +32167,12 @@
32167
  "name": "Llama-3-8B-Orpo-v0.1",
32168
  "developer": "dfurman",
32169
  "scores": {
32170
- "IFEval": 0.2835,
32171
- "BBH": 0.3842,
32172
- "MATH Level 5": 0.0521,
32173
- "GPQA": 0.2609,
32174
- "MUSR": 0.3566,
32175
- "MMLU-PRO": 0.2298
32176
  }
32177
  },
32178
  {
@@ -34572,12 +34572,12 @@
34572
  "name": "flan-t5-xl",
34573
  "developer": "Google",
34574
  "scores": {
34575
- "IFEval": 0.2207,
34576
- "BBH": 0.4537,
34577
- "MATH Level 5": 0.0008,
34578
- "GPQA": 0.2458,
34579
- "MUSR": 0.422,
34580
- "MMLU-PRO": 0.2142
34581
  }
34582
  },
34583
  {
@@ -34689,12 +34689,12 @@
34689
  "name": "gemma-2-2b-jpn-it",
34690
  "developer": "Google",
34691
  "scores": {
34692
- "IFEval": 0.5288,
34693
- "BBH": 0.4178,
34694
- "MATH Level 5": 0.0476,
34695
- "GPQA": 0.2752,
34696
- "MUSR": 0.3728,
34697
- "MMLU-PRO": 0.2467
34698
  }
34699
  },
34700
  {
@@ -37271,6 +37271,19 @@
37271
  "MMLU-PRO": 0.3103
37272
  }
37273
  },
 
 
 
 
 
 
 
 
 
 
 
 
 
37274
  {
37275
  "model_id": "icefog72/IceSakeV8RP-7b",
37276
  "name": "IceSakeV8RP-7b",
@@ -42346,12 +42359,12 @@
42346
  "name": "Mistral-v0.3-7B-ORPO",
42347
  "developer": "llmat",
42348
  "scores": {
42349
- "IFEval": 0.377,
42350
- "BBH": 0.3978,
42351
- "MATH Level 5": 0.0242,
42352
- "GPQA": 0.2668,
42353
- "MUSR": 0.3555,
42354
- "MMLU-PRO": 0.2278
42355
  }
42356
  },
42357
  {
@@ -43971,12 +43984,12 @@
43971
  "name": "Phi-3-mini-4k-instruct",
43972
  "developer": "microsoft",
43973
  "scores": {
43974
- "IFEval": 0.5613,
43975
- "BBH": 0.5676,
43976
- "MATH Level 5": 0.1163,
43977
- "GPQA": 0.3196,
43978
- "MUSR": 0.395,
43979
- "MMLU-PRO": 0.3866
43980
  }
43981
  },
43982
  {
@@ -44101,12 +44114,12 @@
44101
  "name": "phi-4",
44102
  "developer": "microsoft",
44103
  "scores": {
44104
- "IFEval": 0.0488,
44105
- "BBH": 0.6703,
44106
- "MATH Level 5": 0.2787,
44107
- "GPQA": 0.401,
44108
  "MUSR": 0.5034,
44109
- "MMLU-PRO": 0.5295
44110
  }
44111
  },
44112
  {
@@ -44465,12 +44478,12 @@
44465
  "name": "Mixtral-8x7B-v0.1",
44466
  "developer": "mistralai",
44467
  "scores": {
44468
- "IFEval": 0.2326,
44469
- "BBH": 0.5098,
44470
- "MATH Level 5": 0.0937,
44471
- "GPQA": 0.3205,
44472
- "MUSR": 0.4413,
44473
- "MMLU-PRO": 0.3871
44474
  }
44475
  },
44476
  {
@@ -44725,12 +44738,12 @@
44725
  "name": "NeuralDaredevil-8B-abliterated",
44726
  "developer": "mlabonne",
44727
  "scores": {
44728
- "IFEval": 0.4162,
44729
- "BBH": 0.5124,
44730
- "MATH Level 5": 0.0853,
44731
- "GPQA": 0.3029,
44732
- "MUSR": 0.415,
44733
- "MMLU-PRO": 0.3802
44734
  }
44735
  },
44736
  {
@@ -45063,12 +45076,12 @@
45063
  "name": "Mistral-Nemo-Kurdish-Instruct",
45064
  "developer": "nazimali",
45065
  "scores": {
45066
- "IFEval": 0.486,
45067
- "BBH": 0.4721,
45068
- "MATH Level 5": 0.0846,
45069
- "GPQA": 0.2844,
45070
- "MUSR": 0.4006,
45071
- "MMLU-PRO": 0.3087
45072
  }
45073
  },
45074
  {
@@ -47598,12 +47611,12 @@
47598
  "name": "wide_3b_sft_stage1.1-ss1-with_generics_intr_math_stories.no_issue",
47599
  "developer": "ontocord",
47600
  "scores": {
47601
- "IFEval": 0.1128,
47602
- "BBH": 0.3171,
47603
- "MATH Level 5": 0.0113,
47604
- "GPQA": 0.2685,
47605
- "MUSR": 0.346,
47606
- "MMLU-PRO": 0.1129
47607
  }
47608
  },
47609
  {
@@ -49431,12 +49444,12 @@
49431
  "name": "Calcium-Opus-14B-Elite",
49432
  "developer": "prithivMLmods",
49433
  "scores": {
49434
- "IFEval": 0.6064,
49435
- "BBH": 0.6296,
49436
- "MATH Level 5": 0.3708,
49437
- "GPQA": 0.3733,
49438
- "MUSR": 0.4873,
49439
- "MMLU-PRO": 0.5307
49440
  }
49441
  },
49442
  {
@@ -50848,12 +50861,12 @@
50848
  "name": "Oracle-14B",
50849
  "developer": "qingy2019",
50850
  "scores": {
50851
- "IFEval": 0.2401,
50852
- "BBH": 0.4622,
50853
- "MATH Level 5": 0.0725,
50854
- "GPQA": 0.2609,
50855
- "MUSR": 0.3703,
50856
- "MMLU-PRO": 0.2379
50857
  }
50858
  },
50859
  {
@@ -50861,12 +50874,12 @@
50861
  "name": "Qwen2.5-Math-14B-Instruct",
50862
  "developer": "qingy2019",
50863
  "scores": {
50864
- "IFEval": 0.6066,
50865
- "BBH": 0.635,
50866
- "MATH Level 5": 0.3716,
50867
- "GPQA": 0.3725,
50868
  "MUSR": 0.4757,
50869
- "MMLU-PRO": 0.5331
50870
  }
50871
  },
50872
  {
@@ -51589,12 +51602,12 @@
51589
  "name": "Rombos-LLM-V2.5.1-Qwen-3b",
51590
  "developer": "rombodawg",
51591
  "scores": {
51592
- "IFEval": 0.2595,
51593
- "BBH": 0.3884,
51594
- "MATH Level 5": 0.0914,
51595
- "GPQA": 0.2743,
51596
  "MUSR": 0.3991,
51597
- "MMLU-PRO": 0.2719
51598
  }
51599
  },
51600
  {
@@ -54332,12 +54345,12 @@
54332
  "name": "lambda-gemma-2-9b-dpo",
54333
  "developer": "tanliboy",
54334
  "scores": {
54335
- "IFEval": 0.1829,
54336
- "BBH": 0.5488,
54337
- "MATH Level 5": 0.0,
54338
- "GPQA": 0.3104,
54339
- "MUSR": 0.4056,
54340
- "MMLU-PRO": 0.3805
54341
  }
54342
  },
54343
  {
@@ -56932,12 +56945,12 @@
56932
  "name": "Hebrew-Mistral-7B-200K",
56933
  "developer": "yam-peleg",
56934
  "scores": {
56935
- "IFEval": 0.177,
56936
- "BBH": 0.3411,
56937
- "MATH Level 5": 0.031,
56938
- "GPQA": 0.2534,
56939
- "MUSR": 0.374,
56940
- "MMLU-PRO": 0.2529
56941
  }
56942
  },
56943
  {
@@ -56984,12 +56997,12 @@
56984
  "name": "BagelMIsteryTour-v2-8x7B",
56985
  "developer": "ycros",
56986
  "scores": {
56987
- "IFEval": 0.5994,
56988
- "BBH": 0.5159,
56989
- "MATH Level 5": 0.0785,
56990
- "GPQA": 0.3045,
56991
- "MUSR": 0.4203,
56992
- "MMLU-PRO": 0.3473
56993
  }
56994
  },
56995
  {
 
1019
  "name": "Qwen2.5-1.5B-continuous-learnt",
1020
  "developer": "AtAndDev",
1021
  "scores": {
1022
+ "IFEval": 0.4511,
1023
+ "BBH": 0.4275,
1024
+ "MATH Level 5": 0.1473,
1025
+ "GPQA": 0.2701,
1026
+ "MUSR": 0.3623,
1027
+ "MMLU-PRO": 0.2806
1028
  }
1029
  },
1030
  {
 
1747
  "name": "NeuralDaredevil-SuperNova-Lite-7B-DARETIES-abliterated",
1748
  "developer": "BoltMonkey",
1749
  "scores": {
1750
+ "IFEval": 0.459,
1751
+ "BBH": 0.5185,
1752
+ "MATH Level 5": 0.0937,
1753
+ "GPQA": 0.2743,
1754
+ "MUSR": 0.4083,
1755
+ "MMLU-PRO": 0.3631
1756
  }
1757
  },
1758
  {
 
3229
  "name": "PathfinderAI",
3230
  "developer": "Daemontatox",
3231
  "scores": {
3232
+ "IFEval": 0.4855,
3233
+ "BBH": 0.6627,
3234
+ "MATH Level 5": 0.4841,
3235
+ "GPQA": 0.3096,
3236
+ "MUSR": 0.4256,
3237
+ "MMLU-PRO": 0.5542
3238
  }
3239
  },
3240
  {
 
4009
  "name": "Llama-3.2-1B-SPIN-iter0",
4010
  "developer": "DavieLion",
4011
  "scores": {
4012
+ "IFEval": 0.1507,
4013
+ "BBH": 0.293,
4014
+ "MATH Level 5": 0.0,
4015
+ "GPQA": 0.2534,
4016
  "MUSR": 0.3565,
4017
+ "MMLU-PRO": 0.1125
4018
  }
4019
  },
4020
  {
 
4646
  "name": "MN-12B-LilithFrame",
4647
  "developer": "DoppelReflEx",
4648
  "scores": {
4649
+ "IFEval": 0.451,
4650
+ "BBH": 0.4944,
4651
+ "MATH Level 5": 0.1156,
4652
+ "GPQA": 0.3196,
4653
+ "MUSR": 0.3896,
4654
+ "MMLU-PRO": 0.3256
4655
  }
4656
  },
4657
  {
 
8728
  "name": "Gemma-Ko-Merge-PEFT",
8729
  "developer": "Gunulhona",
8730
  "scores": {
8731
+ "IFEval": 0.4441,
8732
+ "BBH": 0.4863,
8733
  "MATH Level 5": 0.0,
8734
+ "GPQA": 0.307,
8735
+ "MUSR": 0.3986,
8736
+ "MMLU-PRO": 0.3098
8737
  }
8738
  },
8739
  {
 
9144
  "name": "SmolLM2-135M-Instruct",
9145
  "developer": "HuggingFaceTB",
9146
  "scores": {
9147
+ "IFEval": 0.0593,
9148
+ "BBH": 0.3135,
9149
+ "MATH Level 5": 0.0144,
9150
+ "GPQA": 0.2341,
9151
+ "MUSR": 0.3871,
9152
+ "MMLU-PRO": 0.1092
9153
  }
9154
  },
9155
  {
 
9378
  "name": "JOSIEv4o-8b-stage1-v4",
9379
  "developer": "Isaak-Carter",
9380
  "scores": {
9381
+ "IFEval": 0.2477,
9382
+ "BBH": 0.4758,
9383
+ "MATH Level 5": 0.0453,
9384
+ "GPQA": 0.2911,
9385
+ "MUSR": 0.3641,
9386
+ "MMLU-PRO": 0.3292
9387
  }
9388
  },
9389
  {
 
13031
  "name": "SpydazWeb_AI_HumanAI_012_INSTRUCT_IA",
13032
  "developer": "LeroyDyer",
13033
  "scores": {
13034
+ "IFEval": 0.3036,
13035
+ "BBH": 0.4575,
13036
  "MATH Level 5": 0.0446,
13037
+ "GPQA": 0.3012,
13038
+ "MUSR": 0.4253,
13039
+ "MMLU-PRO": 0.2329
13040
  }
13041
  },
13042
  {
 
18141
  "developer": "PrimeIntellect",
18142
  "scores": {
18143
  "IFEval": 0.1757,
18144
+ "BBH": 0.274,
18145
  "MATH Level 5": 0.0,
18146
+ "GPQA": 0.25,
18147
+ "MUSR": 0.3753,
18148
+ "MMLU-PRO": 0.112
18149
  }
18150
  },
18151
  {
 
18712
  "name": "ODB-14B-sce",
18713
  "developer": "Quazim0t0",
18714
  "scores": {
18715
+ "IFEval": 0.2922,
18716
+ "BBH": 0.6559,
18717
+ "MATH Level 5": 0.2545,
18718
+ "GPQA": 0.2659,
18719
+ "MUSR": 0.3929,
18720
+ "MMLU-PRO": 0.5207
18721
  }
18722
  },
18723
  {
 
19726
  "name": "Qwen2.5-Coder-7B-Instruct",
19727
  "developer": "Qwen",
19728
  "scores": {
19729
+ "IFEval": 0.6147,
19730
+ "BBH": 0.4999,
19731
+ "MATH Level 5": 0.031,
19732
+ "GPQA": 0.2936,
19733
+ "MUSR": 0.4099,
19734
+ "MMLU-PRO": 0.3354
19735
  }
19736
  },
19737
  {
 
25069
  "name": "Llama3.1-8B-Cobalt",
25070
  "developer": "ValiantLabs",
25071
  "scores": {
25072
+ "IFEval": 0.7168,
25073
+ "BBH": 0.4911,
25074
+ "MATH Level 5": 0.1533,
25075
+ "GPQA": 0.2861,
25076
+ "MUSR": 0.3512,
25077
+ "MMLU-PRO": 0.3663
25078
  }
25079
  },
25080
  {
 
25121
  "name": "Llama3.1-8B-ShiningValiant2",
25122
  "developer": "ValiantLabs",
25123
  "scores": {
25124
+ "IFEval": 0.6496,
25125
+ "BBH": 0.4774,
25126
+ "MATH Level 5": 0.0566,
25127
+ "GPQA": 0.3104,
25128
+ "MUSR": 0.3909,
25129
+ "MMLU-PRO": 0.3382
25130
  }
25131
  },
25132
  {
 
26603
  "name": "QAIMath-Qwen2.5-7B-TIES",
26604
  "developer": "adriszmar",
26605
  "scores": {
26606
+ "IFEval": 0.1746,
26607
+ "BBH": 0.3126,
26608
+ "MATH Level 5": 0.0,
26609
+ "GPQA": 0.245,
26610
+ "MUSR": 0.4096,
26611
+ "MMLU-PRO": 0.1087
26612
  }
26613
  },
26614
  {
 
26954
  "name": "Llama-3.1-Tulu-3-8B",
26955
  "developer": "allenai",
26956
  "scores": {
26957
+ "IFEval": 0.8267,
26958
+ "BBH": 0.405,
26959
+ "MATH Level 5": 0.1964,
26960
+ "GPQA": 0.2987,
26961
  "MUSR": 0.4175,
26962
+ "MMLU-PRO": 0.2827
26963
  }
26964
  },
26965
  {
 
28449
  "name": "AMD-Llama-135m",
28450
  "developer": "amd",
28451
  "scores": {
28452
+ "IFEval": 0.1918,
28453
+ "BBH": 0.2969,
28454
+ "MATH Level 5": 0.0076,
28455
+ "GPQA": 0.2584,
28456
+ "MUSR": 0.3846,
28457
  "MMLU-PRO": 0.1169
28458
  }
28459
  },
 
30360
  "name": "Llama-3.2-3B-Deep-Test",
30361
  "developer": "bunnycore",
30362
  "scores": {
30363
+ "IFEval": 0.1775,
30364
+ "BBH": 0.295,
30365
+ "MATH Level 5": 0.0,
30366
+ "GPQA": 0.2517,
30367
+ "MUSR": 0.3647,
30368
+ "MMLU-PRO": 0.1049
30369
  }
30370
  },
30371
  {
 
31790
  "name": "llama-43m-beta",
31791
  "developer": "cpayne1303",
31792
  "scores": {
31793
+ "IFEval": 0.1916,
31794
+ "BBH": 0.2977,
31795
+ "MATH Level 5": 0.0,
31796
  "GPQA": 0.2685,
31797
+ "MUSR": 0.3872,
31798
+ "MMLU-PRO": 0.1132
31799
  }
31800
  },
31801
  {
 
32167
  "name": "Llama-3-8B-Orpo-v0.1",
32168
  "developer": "dfurman",
32169
  "scores": {
32170
+ "IFEval": 0.3,
32171
+ "BBH": 0.3853,
32172
+ "MATH Level 5": 0.0415,
32173
+ "GPQA": 0.2617,
32174
+ "MUSR": 0.3579,
32175
+ "MMLU-PRO": 0.2281
32176
  }
32177
  },
32178
  {
 
34572
  "name": "flan-t5-xl",
34573
  "developer": "Google",
34574
  "scores": {
34575
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34576
+ "BBH": 0.4531,
34577
+ "MATH Level 5": 0.0076,
34578
+ "GPQA": 0.2525,
34579
+ "MUSR": 0.4181,
34580
+ "MMLU-PRO": 0.2147
34581
  }
34582
  },
34583
  {
 
34689
  "name": "gemma-2-2b-jpn-it",
34690
  "developer": "Google",
34691
  "scores": {
34692
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34693
+ "BBH": 0.4226,
34694
+ "MATH Level 5": 0.0347,
34695
+ "GPQA": 0.2852,
34696
+ "MUSR": 0.3964,
34697
+ "MMLU-PRO": 0.2578
34698
  }
34699
  },
34700
  {
 
37271
  "MMLU-PRO": 0.3103
37272
  }
37273
  },
37274
+ {
37275
+ "model_id": "icefog72/IceSakeV6RP-7b",
37276
+ "name": "IceSakeV6RP-7b",
37277
+ "developer": "icefog72",
37278
+ "scores": {
37279
+ "IFEval": 0.5033,
37280
+ "BBH": 0.4976,
37281
+ "MATH Level 5": 0.0619,
37282
+ "GPQA": 0.2911,
37283
+ "MUSR": 0.42,
37284
+ "MMLU-PRO": 0.3093
37285
+ }
37286
+ },
37287
  {
37288
  "model_id": "icefog72/IceSakeV8RP-7b",
37289
  "name": "IceSakeV8RP-7b",
 
42359
  "name": "Mistral-v0.3-7B-ORPO",
42360
  "developer": "llmat",
42361
  "scores": {
42362
+ "IFEval": 0.364,
42363
+ "BBH": 0.4005,
42364
+ "MATH Level 5": 0.0015,
42365
+ "GPQA": 0.2693,
42366
+ "MUSR": 0.3529,
42367
+ "MMLU-PRO": 0.2301
42368
  }
42369
  },
42370
  {
 
43984
  "name": "Phi-3-mini-4k-instruct",
43985
  "developer": "microsoft",
43986
  "scores": {
43987
+ "IFEval": 0.5477,
43988
+ "BBH": 0.5491,
43989
+ "MATH Level 5": 0.1639,
43990
+ "GPQA": 0.3322,
43991
+ "MUSR": 0.4284,
43992
+ "MMLU-PRO": 0.4022
43993
  }
43994
  },
43995
  {
 
44114
  "name": "phi-4",
44115
  "developer": "microsoft",
44116
  "scores": {
44117
+ "IFEval": 0.0585,
44118
+ "BBH": 0.6691,
44119
+ "MATH Level 5": 0.3165,
44120
+ "GPQA": 0.406,
44121
  "MUSR": 0.5034,
44122
+ "MMLU-PRO": 0.5287
44123
  }
44124
  },
44125
  {
 
44478
  "name": "Mixtral-8x7B-v0.1",
44479
  "developer": "mistralai",
44480
  "scores": {
44481
+ "IFEval": 0.2415,
44482
+ "BBH": 0.5087,
44483
+ "MATH Level 5": 0.102,
44484
+ "GPQA": 0.3138,
44485
+ "MUSR": 0.4321,
44486
+ "MMLU-PRO": 0.385
44487
  }
44488
  },
44489
  {
 
44738
  "name": "NeuralDaredevil-8B-abliterated",
44739
  "developer": "mlabonne",
44740
  "scores": {
44741
+ "IFEval": 0.7561,
44742
+ "BBH": 0.5111,
44743
+ "MATH Level 5": 0.0906,
44744
+ "GPQA": 0.3062,
44745
+ "MUSR": 0.4019,
44746
+ "MMLU-PRO": 0.3841
44747
  }
44748
  },
44749
  {
 
45076
  "name": "Mistral-Nemo-Kurdish-Instruct",
45077
  "developer": "nazimali",
45078
  "scores": {
45079
+ "IFEval": 0.4964,
45080
+ "BBH": 0.4699,
45081
+ "MATH Level 5": 0.0045,
45082
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45083
+ "MUSR": 0.3979,
45084
+ "MMLU-PRO": 0.3063
45085
  }
45086
  },
45087
  {
 
47611
  "name": "wide_3b_sft_stage1.1-ss1-with_generics_intr_math_stories.no_issue",
47612
  "developer": "ontocord",
47613
  "scores": {
47614
+ "IFEval": 0.1162,
47615
+ "BBH": 0.3184,
47616
+ "MATH Level 5": 0.0076,
47617
+ "GPQA": 0.2634,
47618
+ "MUSR": 0.3447,
47619
+ "MMLU-PRO": 0.1124
47620
  }
47621
  },
47622
  {
 
49444
  "name": "Calcium-Opus-14B-Elite",
49445
  "developer": "prithivMLmods",
49446
  "scores": {
49447
+ "IFEval": 0.6052,
49448
+ "BBH": 0.6317,
49449
+ "MATH Level 5": 0.4789,
49450
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49451
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49452
+ "MMLU-PRO": 0.5302
49453
  }
49454
  },
49455
  {
 
50861
  "name": "Oracle-14B",
50862
  "developer": "qingy2019",
50863
  "scores": {
50864
+ "IFEval": 0.2358,
50865
+ "BBH": 0.4612,
50866
+ "MATH Level 5": 0.0642,
50867
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50868
+ "MUSR": 0.3717,
50869
+ "MMLU-PRO": 0.2382
50870
  }
50871
  },
50872
  {
 
50874
  "name": "Qwen2.5-Math-14B-Instruct",
50875
  "developer": "qingy2019",
50876
  "scores": {
50877
+ "IFEval": 0.6005,
50878
+ "BBH": 0.6356,
50879
+ "MATH Level 5": 0.2764,
50880
+ "GPQA": 0.3691,
50881
  "MUSR": 0.4757,
50882
+ "MMLU-PRO": 0.5339
50883
  }
50884
  },
50885
  {
 
51602
  "name": "Rombos-LLM-V2.5.1-Qwen-3b",
51603
  "developer": "rombodawg",
51604
  "scores": {
51605
+ "IFEval": 0.2566,
51606
+ "BBH": 0.39,
51607
+ "MATH Level 5": 0.1208,
51608
+ "GPQA": 0.2626,
51609
  "MUSR": 0.3991,
51610
+ "MMLU-PRO": 0.2741
51611
  }
51612
  },
51613
  {
 
54345
  "name": "lambda-gemma-2-9b-dpo",
54346
  "developer": "tanliboy",
54347
  "scores": {
54348
+ "IFEval": 0.4501,
54349
+ "BBH": 0.5472,
54350
+ "MATH Level 5": 0.0944,
54351
+ "GPQA": 0.3138,
54352
+ "MUSR": 0.4017,
54353
+ "MMLU-PRO": 0.3792
54354
  }
54355
  },
54356
  {
 
56945
  "name": "Hebrew-Mistral-7B-200K",
56946
  "developer": "yam-peleg",
56947
  "scores": {
56948
+ "IFEval": 0.1856,
56949
+ "BBH": 0.4149,
56950
+ "MATH Level 5": 0.0234,
56951
+ "GPQA": 0.276,
56952
+ "MUSR": 0.3765,
56953
+ "MMLU-PRO": 0.2573
56954
  }
56955
  },
56956
  {
 
56997
  "name": "BagelMIsteryTour-v2-8x7B",
56998
  "developer": "ycros",
56999
  "scores": {
57000
+ "IFEval": 0.6262,
57001
+ "BBH": 0.5142,
57002
+ "MATH Level 5": 0.0937,
57003
+ "GPQA": 0.3079,
57004
+ "MUSR": 0.4138,
57005
+ "MMLU-PRO": 0.3481
57006
  }
57007
  },
57008
  {
data/benchmarks/livecodebenchpro.json CHANGED
@@ -255,9 +255,9 @@
255
  "name": "o4-mini-2025-04-16",
256
  "developer": "OpenAI",
257
  "scores": {
258
- "Hard Problems": 0.0143,
259
- "Medium Problems": 0.2923,
260
- "Easy Problems": 0.8571
261
  }
262
  },
263
  {
 
255
  "name": "o4-mini-2025-04-16",
256
  "developer": "OpenAI",
257
  "scores": {
258
+ "Hard Problems": 0.014084507042253521,
259
+ "Medium Problems": 0.30985915492957744,
260
+ "Easy Problems": 0.8873239436619719
261
  }
262
  },
263
  {
data/benchmarks/reward-bench.json CHANGED
@@ -81,17 +81,17 @@
81
  "name": "CIR-AMS/BTRM_Qwen2_7b_0613",
82
  "developer": "CIR-AMS",
83
  "scores": {
84
- "Score": 0.5736,
85
- "Chat": 0.9749,
86
- "Chat Hard": 0.5724,
87
- "Safety": 0.7178,
88
- "Reasoning": 0.8775,
89
- "Prior Sets (0.5 weight)": 0.7029,
90
  "Factuality": 0.5347,
91
  "Precise IF": 0.3563,
92
  "Math": 0.6066,
 
93
  "Focus": 0.5737,
94
- "Ties": 0.6527
 
 
 
 
95
  }
96
  },
97
  {
@@ -499,17 +499,17 @@
499
  "name": "Nexusflow/Starling-RM-34B",
500
  "developer": "Nexusflow",
501
  "scores": {
502
- "Score": 0.8133,
 
 
 
 
 
503
  "Factuality": 0.4589,
504
  "Precise IF": 0.3187,
505
  "Math": 0.6175,
506
- "Safety": 0.877,
507
  "Focus": 0.4808,
508
- "Ties": 0.1004,
509
- "Chat": 0.9693,
510
- "Chat Hard": 0.5724,
511
- "Reasoning": 0.8845,
512
- "Prior Sets (0.5 weight)": 0.7137
513
  }
514
  },
515
  {
@@ -555,17 +555,17 @@
555
  "name": "OpenAssistant/oasst-rm-2-pythia-6.9b-epoch-1",
556
  "developer": "OpenAssistant",
557
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559
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567
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569
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570
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571
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@@ -573,17 +573,17 @@
573
  "name": "OpenAssistant/oasst-rm-2.1-pythia-1.4b-epoch-2.5",
574
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575
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576
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577
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578
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579
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580
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584
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587
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588
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589
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@@ -591,17 +591,17 @@
591
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592
  "developer": "OpenAssistant",
593
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594
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595
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596
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598
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605
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606
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607
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@@ -627,17 +627,17 @@
627
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628
  "developer": "PKU-Alignment",
629
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630
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631
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632
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633
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634
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638
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639
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640
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641
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642
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643
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@@ -938,17 +938,17 @@
938
  "name": "Ray2333/GRM-llama3-8B-distill",
939
  "developer": "Ray2333",
940
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941
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942
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943
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944
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947
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948
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949
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950
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951
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952
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953
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954
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@@ -956,17 +956,17 @@
956
  "name": "Ray2333/GRM-llama3-8B-sftreg",
957
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958
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959
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960
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961
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962
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965
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966
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967
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968
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969
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970
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971
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972
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@@ -1098,16 +1098,16 @@
1098
  "name": "ShikaiChen/LDL-Reward-Gemma-2-27B-v0.1",
1099
  "developer": "ShikaiChen",
1100
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1101
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1102
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1103
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1104
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1105
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1106
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1107
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1108
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1109
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1110
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1111
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1112
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1113
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@@ -1156,16 +1156,16 @@
1156
  "name": "Skywork/Skywork-Reward-Gemma-2-27B-v0.2",
1157
  "developer": "Skywork",
1158
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1159
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1160
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1161
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1162
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1163
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1164
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1165
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1166
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1167
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1168
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1169
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1170
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1171
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@@ -1173,16 +1173,16 @@
1173
  "name": "Skywork/Skywork-Reward-Llama-3.1-8B",
1174
  "developer": "Skywork",
1175
  "scores": {
1176
- "Score": 0.9252,
 
 
 
 
1177
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1178
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1179
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1180
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1181
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1182
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1183
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1184
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1185
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1186
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1187
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1188
  {
@@ -1379,10 +1379,10 @@
1379
  "name": "ai2/tulu-2-7b-rm-v0-nectar-binarized-3.8m-check...",
1380
  "developer": "AI2",
1381
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1382
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1383
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1384
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1385
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1386
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1387
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1388
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@@ -1423,17 +1423,17 @@
1423
  "name": "allenai/Llama-3.1-70B-Instruct-RM-RB2",
1424
  "developer": "allenai",
1425
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1426
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1427
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1428
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1429
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1430
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1431
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1432
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1433
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1434
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1435
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1436
- "Ties": 0.8835
 
 
 
 
1437
  }
1438
  },
1439
  {
@@ -1495,17 +1495,17 @@
1495
  "name": "allenai/Llama-3.1-Tulu-3-8B-DPO-RM-RB2",
1496
  "developer": "allenai",
1497
  "scores": {
1498
- "Score": 0.687,
1499
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1500
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1501
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1502
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1503
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1504
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1505
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1506
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1507
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1508
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1509
  }
1510
  },
1511
  {
@@ -1545,17 +1545,17 @@
1545
  "name": "allenai/Llama-3.1-Tulu-3-8B-SFT-RM-RB2",
1546
  "developer": "allenai",
1547
  "scores": {
1548
- "Score": 0.8551,
 
 
 
 
 
1549
  "Factuality": 0.7326,
1550
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1551
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1552
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1553
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1554
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1555
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1556
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1557
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1558
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1559
  }
1560
  },
1561
  {
@@ -2085,6 +2085,20 @@
2085
  "Ties": 0.3534
2086
  }
2087
  },
 
 
 
 
 
 
 
 
 
 
 
 
 
 
2088
  {
2089
  "model_id": "allenai/open_instruct_dev-rm_1e-6_2_5pctflipped__1__1743444636",
2090
  "name": "allenai/open_instruct_dev-rm_1e-6_2_5pctflipped__1__1743444636",
@@ -3441,16 +3455,16 @@
3441
  "name": "Claude 3.5 Sonnet 20240620",
3442
  "developer": "Anthropic",
3443
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3444
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3445
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3446
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3447
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3448
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3449
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3450
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3451
  "Math": 0.5683,
 
3452
  "Focus": 0.8697,
3453
- "Ties": 0.674
 
 
 
3454
  }
3455
  },
3456
  {
@@ -3472,17 +3486,17 @@
3472
  "name": "Claude 3 Haiku 20240307",
3473
  "developer": "Anthropic",
3474
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3475
- "Score": 0.7289,
 
 
 
 
 
3476
  "Factuality": 0.4042,
3477
  "Precise IF": 0.2812,
3478
  "Math": 0.3552,
3479
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3480
  "Focus": 0.501,
3481
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3482
- "Chat": 0.9274,
3483
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3484
- "Reasoning": 0.706,
3485
- "Prior Sets (0.5 weight)": 0.6635
3486
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3487
  },
3488
  {
@@ -3490,16 +3504,16 @@
3490
  "name": "Claude 3 Opus 20240229",
3491
  "developer": "Anthropic",
3492
  "scores": {
3493
- "Score": 0.8008,
 
 
 
 
3494
  "Factuality": 0.5389,
3495
  "Precise IF": 0.3312,
3496
  "Math": 0.5137,
3497
- "Safety": 0.8662,
3498
  "Focus": 0.6646,
3499
- "Ties": 0.5601,
3500
- "Chat": 0.9469,
3501
- "Chat Hard": 0.6031,
3502
- "Reasoning": 0.7868
3503
  }
3504
  },
3505
  {
@@ -3752,17 +3766,17 @@
3752
  "name": "hendrydong/Mistral-RM-for-RAFT-GSHF-v0",
3753
  "developer": "hendrydong",
3754
  "scores": {
3755
- "Score": 0.5851,
3756
- "Chat": 0.9832,
3757
- "Chat Hard": 0.5789,
3758
- "Safety": 0.6956,
3759
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3760
- "Prior Sets (0.5 weight)": 0.7508,
3761
  "Factuality": 0.5779,
3762
  "Precise IF": 0.3625,
3763
  "Math": 0.6011,
 
3764
  "Focus": 0.6747,
3765
- "Ties": 0.5988
 
 
 
 
3766
  }
3767
  },
3768
  {
@@ -3787,16 +3801,16 @@
3787
  "name": "internlm/internlm2-1_8b-reward",
3788
  "developer": "internlm",
3789
  "scores": {
3790
- "Score": 0.8217,
 
 
 
 
3791
  "Factuality": 0.2758,
3792
  "Precise IF": 0.3625,
3793
  "Math": 0.4426,
3794
- "Safety": 0.8162,
3795
  "Focus": 0.596,
3796
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3797
- "Chat": 0.9358,
3798
- "Chat Hard": 0.6623,
3799
- "Reasoning": 0.8724
3800
  }
3801
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3802
  {
@@ -3804,16 +3818,16 @@
3804
  "name": "internlm/internlm2-20b-reward",
3805
  "developer": "internlm",
3806
  "scores": {
3807
- "Score": 0.5628,
3808
- "Chat": 0.9888,
3809
- "Chat Hard": 0.7654,
3810
- "Safety": 0.6111,
3811
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3812
  "Factuality": 0.5558,
3813
  "Precise IF": 0.3625,
3814
  "Math": 0.5738,
 
3815
  "Focus": 0.7253,
3816
- "Ties": 0.5483
 
 
 
3817
  }
3818
  },
3819
  {
@@ -3821,16 +3835,16 @@
3821
  "name": "internlm/internlm2-7b-reward",
3822
  "developer": "internlm",
3823
  "scores": {
3824
- "Score": 0.8759,
 
 
 
 
3825
  "Factuality": 0.4211,
3826
  "Precise IF": 0.4,
3827
  "Math": 0.5628,
3828
- "Safety": 0.8716,
3829
  "Focus": 0.7051,
3830
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3831
- "Chat": 0.9916,
3832
- "Chat Hard": 0.6952,
3833
- "Reasoning": 0.9453
3834
  }
3835
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3836
  {
@@ -4041,16 +4055,16 @@
4041
  "name": "nicolinho/QRM-Llama3.1-8B-v2",
4042
  "developer": "nicolinho",
4043
  "scores": {
4044
- "Score": 0.9314,
 
 
 
 
4045
  "Factuality": 0.6653,
4046
  "Precise IF": 0.4062,
4047
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4048
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4049
  "Focus": 0.8909,
4050
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4051
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4052
- "Chat Hard": 0.8684,
4053
- "Reasoning": 0.9677
4054
  }
4055
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4056
  {
@@ -4188,16 +4202,16 @@
4188
  "name": "GPT-4o 2024-08-06",
4189
  "developer": "OpenAI",
4190
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4191
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4192
- "Chat": 0.9609,
4193
- "Chat Hard": 0.761,
4194
- "Safety": 0.8619,
4195
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4196
  "Factuality": 0.5684,
4197
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4198
  "Math": 0.623,
 
4199
  "Focus": 0.7293,
4200
- "Ties": 0.7819
 
 
 
4201
  }
4202
  },
4203
  {
@@ -4205,16 +4219,16 @@
4205
  "name": "GPT-4o mini 2024-07-18",
4206
  "developer": "OpenAI",
4207
  "scores": {
4208
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4209
- "Chat": 0.9497,
4210
- "Chat Hard": 0.6075,
4211
- "Safety": 0.7667,
4212
- "Reasoning": 0.8374,
4213
  "Factuality": 0.4105,
4214
  "Precise IF": 0.3438,
4215
  "Math": 0.5191,
 
4216
  "Focus": 0.7414,
4217
- "Ties": 0.6962
 
 
 
4218
  }
4219
  },
4220
  {
@@ -4235,17 +4249,17 @@
4235
  "name": "openbmb/Eurus-RM-7b",
4236
  "developer": "openbmb",
4237
  "scores": {
4238
- "Score": 0.8159,
 
 
 
 
 
4239
  "Factuality": 0.6,
4240
  "Precise IF": 0.3438,
4241
  "Math": 0.5683,
4242
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4243
  "Focus": 0.7475,
4244
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4245
- "Chat": 0.9804,
4246
- "Chat Hard": 0.6557,
4247
- "Reasoning": 0.8633,
4248
- "Prior Sets (0.5 weight)": 0.7172
4249
  }
4250
  },
4251
  {
@@ -4266,17 +4280,17 @@
4266
  "name": "openbmb/UltraRM-13b",
4267
  "developer": "openbmb",
4268
  "scores": {
4269
- "Score": 0.6903,
 
 
 
 
 
4270
  "Factuality": 0.5063,
4271
  "Precise IF": 0.3312,
4272
  "Math": 0.5519,
4273
- "Safety": 0.5986,
4274
  "Focus": 0.6081,
4275
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4276
- "Chat": 0.9637,
4277
- "Chat Hard": 0.5548,
4278
- "Reasoning": 0.6244,
4279
- "Prior Sets (0.5 weight)": 0.7294
4280
  }
4281
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4282
  {
@@ -4356,17 +4370,17 @@
4356
  "name": "sfairXC/FsfairX-LLaMA3-RM-v0.1",
4357
  "developer": "sfairXC",
4358
  "scores": {
4359
- "Score": 0.6292,
4360
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4361
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4362
- "Safety": 0.7667,
4363
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4364
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4365
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4366
  "Precise IF": 0.4188,
4367
  "Math": 0.6284,
 
4368
  "Focus": 0.7051,
4369
- "Ties": 0.6647
 
 
 
 
4370
  }
4371
  },
4372
  {
 
81
  "name": "CIR-AMS/BTRM_Qwen2_7b_0613",
82
  "developer": "CIR-AMS",
83
  "scores": {
84
+ "Score": 0.8172,
 
 
 
 
 
85
  "Factuality": 0.5347,
86
  "Precise IF": 0.3563,
87
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88
+ "Safety": 0.9014,
89
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90
+ "Ties": 0.6527,
91
+ "Chat": 0.9749,
92
+ "Chat Hard": 0.5724,
93
+ "Reasoning": 0.8775,
94
+ "Prior Sets (0.5 weight)": 0.7029
95
  }
96
  },
97
  {
 
499
  "name": "Nexusflow/Starling-RM-34B",
500
  "developer": "Nexusflow",
501
  "scores": {
502
+ "Score": 0.4553,
503
+ "Chat": 0.9693,
504
+ "Chat Hard": 0.5724,
505
+ "Safety": 0.7556,
506
+ "Reasoning": 0.8845,
507
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508
  "Factuality": 0.4589,
509
  "Precise IF": 0.3187,
510
  "Math": 0.6175,
 
511
  "Focus": 0.4808,
512
+ "Ties": 0.1004
 
 
 
 
513
  }
514
  },
515
  {
 
555
  "name": "OpenAssistant/oasst-rm-2-pythia-6.9b-epoch-1",
556
  "developer": "OpenAssistant",
557
  "scores": {
558
+ "Score": 0.2653,
559
+ "Chat": 0.9246,
560
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561
+ "Safety": 0.3289,
562
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563
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564
  "Factuality": 0.3979,
565
  "Precise IF": 0.2875,
566
  "Math": 0.377,
 
567
  "Focus": 0.1535,
568
+ "Ties": 0.047
 
 
 
 
569
  }
570
  },
571
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573
  "name": "OpenAssistant/oasst-rm-2.1-pythia-1.4b-epoch-2.5",
574
  "developer": "OpenAssistant",
575
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576
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577
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578
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579
+ "Safety": 0.3244,
580
+ "Reasoning": 0.7752,
581
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582
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583
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584
  "Math": 0.3934,
 
585
  "Focus": 0.2707,
586
+ "Ties": 0.0198
 
 
 
 
587
  }
588
  },
589
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591
  "name": "OpenAssistant/reward-model-deberta-v3-large-v2",
592
  "developer": "OpenAssistant",
593
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594
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595
+ "Chat": 0.8939,
596
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597
+ "Safety": 0.3667,
598
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599
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600
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601
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602
  "Math": 0.5027,
 
603
  "Focus": 0.2768,
604
+ "Ties": 0.12
 
 
 
 
605
  }
606
  },
607
  {
 
627
  "name": "PKU-Alignment/beaver-7b-v1.0-reward",
628
  "developer": "PKU-Alignment",
629
  "scores": {
630
+ "Score": 0.1606,
631
+ "Chat": 0.8184,
632
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633
+ "Safety": 0.1422,
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957
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958
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1098
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1099
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1113
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1156
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1157
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1158
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1159
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1167
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1170
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1171
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1173
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1174
  "developer": "Skywork",
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1187
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1188
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1379
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1388
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1423
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1424
  "developer": "allenai",
1425
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1426
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1427
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1439
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1495
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1496
  "developer": "allenai",
1497
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1498
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1545
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1547
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1559
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1560
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2103
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2104
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3455
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3456
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3457
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3459
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3470
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3486
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3487
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3488
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3500
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3501
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3502
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3504
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3505
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3506
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3517
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3518
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3519
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3766
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3767
  "developer": "hendrydong",
3768
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3769
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3770
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3782
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3801
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3802
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3803
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3812
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3814
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3815
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3816
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3818
  "name": "internlm/internlm2-20b-reward",
3819
  "developer": "internlm",
3820
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3821
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3822
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3833
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3835
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3836
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3837
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3844
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3845
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3846
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3848
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3849
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3850
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4055
  "name": "nicolinho/QRM-Llama3.1-8B-v2",
4056
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4057
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4065
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4066
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4068
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4069
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4070
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4202
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4203
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4204
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4205
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4206
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4215
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4216
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4217
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4219
  "name": "GPT-4o mini 2024-07-18",
4220
  "developer": "OpenAI",
4221
  "scores": {
4222
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4223
  "Factuality": 0.4105,
4224
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4225
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4232
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4233
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4234
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4249
  "name": "openbmb/Eurus-RM-7b",
4250
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4251
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4252
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4261
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4263
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4264
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4265
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4280
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4281
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4282
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4292
  "Focus": 0.6081,
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4294
  }
4295
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4296
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4370
  "name": "sfairXC/FsfairX-LLaMA3-RM-v0.1",
4371
  "developer": "sfairXC",
4372
  "scores": {
4373
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4374
  "Factuality": 0.5916,
4375
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4384
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4385
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@@ -5,7 +5,7 @@
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13
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21
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22
  "developer": "OpenAI",
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  "scores": {
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26
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27
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5
  "name": "claude-opus-4-5",
6
  "developer": "Anthropic",
7
  "scores": {
8
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9
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10
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11
  {
 
13
  "name": "gemini-3-pro-preview",
14
  "developer": "Google",
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  "scores": {
16
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18
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19
  {
 
21
  "name": "gpt-5.2-2025-12-11",
22
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23
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24
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data/benchmarks/tau-bench-2_airline.json CHANGED
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  "developer": "Anthropic",
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  "scores": {
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  "developer": "Google",
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19
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21
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22
  "developer": "OpenAI",
23
  "scores": {
24
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26
  }
27
  ]
 
5
  "name": "claude-opus-4-5",
6
  "developer": "Anthropic",
7
  "scores": {
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9
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10
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11
  {
 
13
  "name": "gemini-3-pro-preview",
14
  "developer": "Google",
15
  "scores": {
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17
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18
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19
  {
 
21
  "name": "gpt-5.2-2025-12-11",
22
  "developer": "OpenAI",
23
  "scores": {
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27
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data/benchmarks/tau-bench-2_retail.json CHANGED
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21
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22
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23
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26
  }
27
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21
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22
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23
  "scores": {
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27
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data/benchmarks/tau-bench-2_telecom.json CHANGED
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5
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  "developer": "Anthropic",
7
  "scores": {
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@@ -13,7 +13,7 @@
13
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14
  "developer": "Google",
15
  "scores": {
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18
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19
  {
 
5
  "name": "claude-opus-4-5",
6
  "developer": "Anthropic",
7
  "scores": {
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9
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13
  "name": "gemini-3-pro-preview",
14
  "developer": "Google",
15
  "scores": {
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data/benchmarks/terminal-bench-2.0.json CHANGED
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6
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21
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22
  "developer": "Anthropic",
23
  "scores": {
24
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25
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26
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27
  {
@@ -29,7 +29,7 @@
29
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30
  "developer": "Anthropic",
31
  "scores": {
32
- "terminal-bench-2.0": 52.1
33
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34
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35
  {
@@ -37,7 +37,7 @@
37
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38
  "developer": "Anthropic",
39
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41
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42
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43
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45
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46
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47
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49
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61
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62
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63
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65
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66
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67
  {
@@ -69,7 +69,7 @@
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  "name": "Gemini 2.5 Pro",
70
  "developer": "Google",
71
  "scores": {
72
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73
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74
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75
  {
@@ -85,7 +85,7 @@
85
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86
  "developer": "Google",
87
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88
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89
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90
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91
  {
@@ -149,7 +149,7 @@
149
  "name": "Multiple",
150
  "developer": "Multiple",
151
  "scores": {
152
- "terminal-bench-2.0": 71.0
153
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154
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155
  {
@@ -165,7 +165,7 @@
165
  "name": "GPT-5-Codex",
166
  "developer": "OpenAI",
167
  "scores": {
168
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169
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170
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171
  {
@@ -173,7 +173,7 @@
173
  "name": "GPT-5-Mini",
174
  "developer": "OpenAI",
175
  "scores": {
176
- "terminal-bench-2.0": 31.9
177
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178
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179
  {
@@ -181,7 +181,7 @@
181
  "name": "GPT-5-Nano",
182
  "developer": "OpenAI",
183
  "scores": {
184
- "terminal-bench-2.0": 7.0
185
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186
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187
  {
@@ -197,7 +197,7 @@
197
  "name": "GPT-5.1-Codex",
198
  "developer": "OpenAI",
199
  "scores": {
200
- "terminal-bench-2.0": 53.5
201
  }
202
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203
  {
@@ -221,7 +221,7 @@
221
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222
  "developer": "OpenAI",
223
  "scores": {
224
- "terminal-bench-2.0": 60.7
225
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226
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227
  {
@@ -237,7 +237,7 @@
237
  "name": "GPT-5.3-Codex",
238
  "developer": "OpenAI",
239
  "scores": {
240
- "terminal-bench-2.0": 74.6
241
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242
  },
243
  {
@@ -261,7 +261,7 @@
261
  "name": "Grok 4",
262
  "developer": "xAI",
263
  "scores": {
264
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265
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266
  },
267
  {
@@ -285,7 +285,7 @@
285
  "name": "GLM 4.7",
286
  "developer": "Z-AI",
287
  "scores": {
288
- "terminal-bench-2.0": 33.4
289
  }
290
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291
  {
 
5
  "name": "Qwen 3 Coder 480B",
6
  "developer": "Alibaba",
7
  "scores": {
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10
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11
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13
  "name": "Claude Haiku 4.5",
14
  "developer": "Anthropic",
15
  "scores": {
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  }
18
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19
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21
  "name": "Claude Opus 4.1",
22
  "developer": "Anthropic",
23
  "scores": {
24
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25
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26
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27
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29
  "name": "Claude Opus 4.5",
30
  "developer": "Anthropic",
31
  "scores": {
32
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33
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34
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35
  {
 
37
  "name": "Claude Opus 4.6",
38
  "developer": "Anthropic",
39
  "scores": {
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42
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43
  {
 
45
  "name": "Claude Sonnet 4.5",
46
  "developer": "Anthropic",
47
  "scores": {
48
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50
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51
  {
 
61
  "name": "Gemini 2.5 Flash",
62
  "developer": "Google",
63
  "scores": {
64
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65
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66
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67
  {
 
69
  "name": "Gemini 2.5 Pro",
70
  "developer": "Google",
71
  "scores": {
72
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73
  }
74
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75
  {
 
85
  "name": "Gemini 3 Pro",
86
  "developer": "Google",
87
  "scores": {
88
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89
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90
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149
  "name": "Multiple",
150
  "developer": "Multiple",
151
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152
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153
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154
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155
  {
 
165
  "name": "GPT-5-Codex",
166
  "developer": "OpenAI",
167
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168
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169
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170
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171
  {
 
173
  "name": "GPT-5-Mini",
174
  "developer": "OpenAI",
175
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176
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177
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178
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179
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181
  "name": "GPT-5-Nano",
182
  "developer": "OpenAI",
183
  "scores": {
184
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185
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186
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187
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197
  "name": "GPT-5.1-Codex",
198
  "developer": "OpenAI",
199
  "scores": {
200
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201
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202
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203
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221
  "name": "GPT-5.2",
222
  "developer": "OpenAI",
223
  "scores": {
224
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225
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226
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227
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237
  "name": "GPT-5.3-Codex",
238
  "developer": "OpenAI",
239
  "scores": {
240
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241
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242
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243
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261
  "name": "Grok 4",
262
  "developer": "xAI",
263
  "scores": {
264
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265
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266
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267
  {
 
285
  "name": "GLM 4.7",
286
  "developer": "Z-AI",
287
  "scores": {
288
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289
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290
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291
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data/developers.json CHANGED
@@ -173,7 +173,7 @@
173
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174
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175
  "developer": "allenai",
176
- "model_count": 161
177
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178
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179
  "developer": "allknowingroger",
@@ -1097,7 +1097,7 @@
1097
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1098
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1099
  "developer": "icefog72",
1100
- "model_count": 61
1101
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1102
  {
1103
  "developer": "IDEA-CCNL",
 
173
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174
  {
175
  "developer": "allenai",
176
+ "model_count": 162
177
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178
  {
179
  "developer": "allknowingroger",
 
1097
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1098
  {
1099
  "developer": "icefog72",
1100
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1101
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1102
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1103
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data/developers/adriszmar.json CHANGED
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data/developers/ai2.json CHANGED
@@ -43,10 +43,10 @@
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44
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  "developer": "AI2",
44
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data/developers/alibaba.json CHANGED
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data/developers/allenai.json CHANGED
@@ -63,17 +63,17 @@
63
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75
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77
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78
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79
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@@ -181,12 +181,12 @@
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182
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188
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191
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192
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@@ -209,17 +209,17 @@
209
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  "reward-bench/Math": 0.6284,
 
221
  "reward-bench/Focus": 0.8545,
222
- "reward-bench/Ties": 0.6397
 
 
 
 
223
  }
224
  },
225
  {
@@ -282,17 +282,17 @@
282
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283
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284
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298
  {
@@ -1054,6 +1054,21 @@
1054
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1056
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1057
  {
1058
  "id": "allenai/open_instruct_dev-rm_1e-6_2_5pctflipped__1__1743444636",
1059
  "name": "allenai/open_instruct_dev-rm_1e-6_2_5pctflipped__1__1743444636",
 
63
  "developer": "allenai",
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  "developer": "allenai",
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  "developer": "allenai",
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225
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282
  "developer": "allenai",
283
  "evaluator_relationship": null,
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294
  "reward-bench/Focus": 0.8889,
295
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296
  }
297
  },
298
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1054
  "reward-bench/Ties": 0.3534
1055
  }
1056
  },
1057
+ {
1058
+ "id": "allenai/open_instruct_dev-rm_1e-6_2_30pctflipped__1__1743325094",
1059
+ "name": "allenai/open_instruct_dev-rm_1e-6_2_30pctflipped__1__1743325094",
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1072
  {
1073
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1074
  "name": "allenai/open_instruct_dev-rm_1e-6_2_5pctflipped__1__1743444636",
data/developers/amd.json CHANGED
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17
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data/developers/anthropic.json CHANGED
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204
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205
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206
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  "reward-bench/Math": 0.5683,
 
215
  "reward-bench/Focus": 0.8697,
216
- "reward-bench/Ties": 0.674
 
 
 
217
  }
218
  },
219
  {
@@ -371,17 +371,17 @@
371
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372
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373
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- "reward-bench/Score": 0.7289,
 
 
 
 
 
375
  "reward-bench/Factuality": 0.4042,
376
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385
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386
  },
387
  {
@@ -436,16 +436,16 @@
436
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437
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438
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439
- "reward-bench/Score": 0.8008,
 
 
 
 
440
  "reward-bench/Factuality": 0.5389,
441
  "reward-bench/Precise IF": 0.3312,
442
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443
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447
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448
- "reward-bench/Reasoning": 0.7868
449
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450
  },
451
  {
@@ -525,7 +525,7 @@
525
  "developer": "Anthropic",
526
  "evaluator_relationship": null,
527
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528
- "terminal-bench-2.0/terminal-bench-2.0": 27.5
529
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530
  },
531
  {
@@ -650,12 +650,12 @@
650
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651
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652
  "benchmark_scores": {
 
653
  "appworld_test_normal/appworld/test_normal": 0.64,
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- "browsecompplus/browsecompplus": 0.61,
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- "swe-bench/swe-bench": 0.6061,
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  {
 
231
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  "evaluator_relationship": null,
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data/developers/dfurman.json CHANGED
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data/developers/doppelreflex.json CHANGED
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175
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176
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- "hfopenllm_v2/MMLU-PRO": 0.3237
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186
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175
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176
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186
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data/developers/google.json CHANGED
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77
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  {
@@ -139,7 +139,6 @@
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140
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150
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729
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@@ -823,7 +823,7 @@
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- "terminal-bench-2.0/terminal-bench-2.0": 16.4
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828
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829
  {
@@ -870,7 +870,7 @@
870
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872
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  {
@@ -879,7 +879,7 @@
879
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880
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881
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- "tau-bench-2_airline/tau-bench-2/airline": 0.68,
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908
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909
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@@ -1056,12 +1056,12 @@
1056
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1057
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1058
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1059
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- "hfopenllm_v2/MMLU-PRO": 0.2467
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1066
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1067
  {
 
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86
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87
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139
  "developer": "Google",
140
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142
  "apex-agents/Overall Pass@1": 0.24,
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146
  "apex-agents/Management Consulting Pass@1": 0.193,
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728
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729
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1067
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data/developers/gunulhona.json CHANGED
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data/developers/huggingfacetb.json CHANGED
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  },
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  {
 
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  {
data/developers/icefog72.json CHANGED
@@ -813,6 +813,20 @@
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  }
815
  },
 
 
 
 
 
 
 
 
 
 
 
 
 
 
816
  {
817
  "id": "icefog72/IceSakeV8RP-7b",
818
  "name": "IceSakeV8RP-7b",
 
813
  "hfopenllm_v2/MMLU-PRO": 0.3103
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  }
815
  },
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+ {
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+ "id": "icefog72/IceSakeV6RP-7b",
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+ "name": "IceSakeV6RP-7b",
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+ "developer": "icefog72",
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+ }
829
+ },
830
  {
831
  "id": "icefog72/IceSakeV8RP-7b",
832
  "name": "IceSakeV8RP-7b",
data/developers/internlm.json CHANGED
@@ -21,16 +21,16 @@
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  "reward-bench/Factuality": 0.2758,
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  "reward-bench/Factuality": 0.5558,
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  "reward-bench/Focus": 0.7253,
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- "reward-bench/Ties": 0.5483
 
 
 
52
  }
53
  },
54
  {
@@ -71,16 +71,16 @@
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  "developer": "internlm",
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  "reward-bench/Factuality": 0.4211,
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  "reward-bench/Precise IF": 0.4,
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  }
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  },
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  {
 
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  "developer": "internlm",
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  "reward-bench/Focus": 0.596,
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  }
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  },
36
  {
 
39
  "developer": "internlm",
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  "developer": "internlm",
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  "reward-bench/Focus": 0.7051,
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+ "reward-bench/Ties": 0.5164
 
 
 
84
  }
85
  },
86
  {
data/developers/isaak-carter.json CHANGED
@@ -35,12 +35,12 @@
35
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  ]
 
35
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data/developers/leroydyer.json CHANGED
@@ -679,12 +679,12 @@
679
  "developer": "LeroyDyer",
680
  "evaluator_relationship": null,
681
  "benchmark_scores": {
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  }
689
  },
690
  {
 
679
  "developer": "LeroyDyer",
680
  "evaluator_relationship": null,
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689
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690
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data/developers/llmat.json CHANGED
@@ -7,12 +7,12 @@
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18
  ]
 
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  "developer": "llmat",
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data/developers/microsoft.json CHANGED
@@ -225,12 +225,12 @@
225
  "developer": "microsoft",
226
  "evaluator_relationship": null,
227
  "benchmark_scores": {
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- "hfopenllm_v2/GPQA": 0.3196,
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- "hfopenllm_v2/MUSR": 0.395,
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- "hfopenllm_v2/MMLU-PRO": 0.3866
234
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235
  },
236
  {
@@ -341,12 +341,12 @@
341
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342
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343
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- "hfopenllm_v2/MMLU-PRO": 0.5295
350
  }
351
  },
352
  {
 
225
  "developer": "microsoft",
226
  "evaluator_relationship": null,
227
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235
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236
  {
 
341
  "developer": "microsoft",
342
  "evaluator_relationship": null,
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+ "hfopenllm_v2/MMLU-PRO": 0.5287
350
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351
  },
352
  {
data/developers/mistralai.json CHANGED
@@ -718,12 +718,12 @@
718
  "developer": "mistralai",
719
  "evaluator_relationship": null,
720
  "benchmark_scores": {
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- "hfopenllm_v2/MMLU-PRO": 0.3871
727
  }
728
  },
729
  {
 
718
  "developer": "mistralai",
719
  "evaluator_relationship": null,
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  "benchmark_scores": {
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727
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728
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729
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data/developers/mlabonne.json CHANGED
@@ -161,12 +161,12 @@
161
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162
  "evaluator_relationship": null,
163
  "benchmark_scores": {
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- "hfopenllm_v2/MUSR": 0.415,
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- "hfopenllm_v2/MMLU-PRO": 0.3802
170
  }
171
  },
172
  {
 
161
  "developer": "mlabonne",
162
  "evaluator_relationship": null,
163
  "benchmark_scores": {
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170
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171
  },
172
  {
data/developers/multiple.json CHANGED
@@ -7,7 +7,7 @@
7
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8
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- "terminal-bench-2.0/terminal-bench-2.0": 71.0
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12
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13
  ]
 
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13
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data/developers/nazimali.json CHANGED
@@ -21,12 +21,12 @@
21
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22
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- "hfopenllm_v2/MMLU-PRO": 0.3087
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31
  }
32
  ]
 
21
  "developer": "nazimali",
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32
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data/developers/nexusflow.json CHANGED
@@ -21,17 +21,17 @@
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22
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- "reward-bench/Score": 0.8133,
 
 
 
 
 
25
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data/developers/ontocord.json CHANGED
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274
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data/developers/openai.json CHANGED
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176
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177
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178
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  "reward-bench/Focus": 0.6081,
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data/developers/pku-alignment.json CHANGED
@@ -26,17 +26,17 @@
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  "benchmark_scores": {
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  {
 
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  "developer": "PKU-Alignment",
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data/developers/primeintellect.json CHANGED
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data/developers/prithivmlmods.json CHANGED
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  {
 
63
  "developer": "prithivMLmods",
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  "evaluator_relationship": null,
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