left_format,mean_paired_difference_left_minus_right,median_paired_difference_left_minus_right,metric,permutation_p_holm,permutation_p_raw,rank_biserial,right_format,standardized_paired_effect
fp8_scaled,-0.015484754901897092,-0.007982871271661973,dinov2_large_image_cosine_to_bf16,0.41121181604565293,0.08224236320913059,-0.6,int8_convrot,-0.41419720806165866
fp8_scaled,-0.005849007816441283,-0.003389604275672198,dinov2_large_image_cosine_to_bf16,0.4932100460801367,0.2535017852238396,-0.4666666666666667,mxfp8,-0.1792828595636529
fp8_scaled,0.03808280194605066,0.01561802702047671,dinov2_large_image_cosine_to_bf16,0.011901492264030028,0.0011901492264030028,0.7333333333333333,nvfp4,0.767488341787752
fp8_scaled,0.07948706862262149,0.04119555917674039,dinov2_large_image_cosine_to_bf16,0.0019225487503433123,9.154994049253868e-05,1.0,int4_convrot,0.941898410307568
fp8_scaled,-0.020734962625421745,-0.01086028933362948,dinov2_large_image_cosine_to_bf16,0.004028197381671702,0.0003356831151393085,-0.8666666666666667,gguf_q8_0,-0.6344252013509964
fp8_scaled,0.025196990760697965,0.01058166043355574,dinov2_large_image_cosine_to_bf16,0.012908541609447953,0.0014342824010497726,0.7333333333333333,gguf_q4_k_m,0.5721434544525024
int8_convrot,0.009635747085455807,0.005173029636570015,dinov2_large_image_cosine_to_bf16,0.4876865330037536,0.16256217766791786,0.4666666666666667,mxfp8,0.2931513070762295
int8_convrot,0.05356755684794775,0.038065284047343384,dinov2_large_image_cosine_to_bf16,0.0019225487503433123,9.154994049253868e-05,1.0,nvfp4,1.035970170671205
int8_convrot,0.09497182352451858,0.05588587050608834,dinov2_large_image_cosine_to_bf16,0.0019225487503433123,9.154994049253868e-05,1.0,int4_convrot,1.032466593900252
int8_convrot,-0.005250207723524654,-0.001258949581821267,dinov2_large_image_cosine_to_bf16,0.46714882968659405,0.11678720742164851,-0.3333333333333333,gguf_q8_0,-0.23040655826028925
int8_convrot,0.04068174566259506,0.024218148523557526,dinov2_large_image_cosine_to_bf16,0.005706612957368244,0.0005187829961243859,0.8666666666666667,gguf_q4_k_m,0.7608439645676232
mxfp8,0.04393180976249194,0.029889961159939915,dinov2_large_image_cosine_to_bf16,0.002136165278159236,0.00015258323415423113,0.8666666666666667,nvfp4,0.8896398932746193
mxfp8,0.08533607643906276,0.05305183254125373,dinov2_large_image_cosine_to_bf16,0.0019225487503433123,9.154994049253868e-05,1.0,int4_convrot,0.9182962250494234
mxfp8,-0.014885954808980462,-0.009139725154700074,dinov2_large_image_cosine_to_bf16,0.031004913180139766,0.004302847203149318,-0.3333333333333333,gguf_q8_0,-0.5310706021845136
mxfp8,0.031045998577139248,0.014724633047630442,dinov2_large_image_cosine_to_bf16,0.002136165278159236,0.00015258323415423113,0.8666666666666667,gguf_q4_k_m,0.6794216501579587
nvfp4,0.041404266676570836,0.022688078573388004,dinov2_large_image_cosine_to_bf16,0.031004913180139766,0.0038756141475174708,0.6,int4_convrot,0.5564217128904155
nvfp4,-0.0588177645714724,-0.03738317050847523,dinov2_large_image_cosine_to_bf16,0.0019225487503433123,9.154994049253868e-05,-1.0,gguf_q8_0,-1.0359810210999474
nvfp4,-0.012885811185352695,-0.0017591633914453286,dinov2_large_image_cosine_to_bf16,0.4932100460801367,0.24660502304006834,-0.2,gguf_q4_k_m,-0.22398450967497374
int4_convrot,-0.10022203124804327,-0.06591696713193324,dinov2_large_image_cosine_to_bf16,0.0019225487503433123,9.154994049253868e-05,-1.0,gguf_q8_0,-1.0302576987619998
int4_convrot,-0.05429007786192354,-0.03437437101769064,dinov2_large_image_cosine_to_bf16,0.09685983704110593,0.016143306173517655,-0.8666666666666667,gguf_q4_k_m,-0.5995294931238262
gguf_q8_0,0.0459319533861197,0.026222481301774125,dinov2_large_image_cosine_to_bf16,0.0019225487503433123,9.154994049253868e-05,1.0,gguf_q4_k_m,0.8988555080918919
fp8_scaled,0.01664055387179057,0.014054059982299805,dists,0.002685464921114468,0.0003356831151393085,0.8666666666666667,int8_convrot,0.9991547919930028
fp8_scaled,0.0037996311982472736,0.006048262119293213,dists,0.6564130733315023,0.32820653666575117,0.3333333333333333,mxfp8,0.21659975535139622
fp8_scaled,-0.036713673671086626,-0.027758121490478516,dists,0.0019225487503433123,0.00015258323415423113,-0.8666666666666667,nvfp4,-0.9749279759802304
fp8_scaled,-0.0741325815518697,-0.0710037350654602,dists,0.0019225487503433123,9.154994049253868e-05,-1.0,int4_convrot,-2.474302821717399
fp8_scaled,0.017507900794347126,0.01660749316215515,dists,0.0019225487503433123,0.00015258323415423113,0.8666666666666667,gguf_q8_0,1.3911377513863057
fp8_scaled,-0.02458749016125997,-0.020565956830978394,dists,0.002685464921114468,0.00039671640880100095,-0.8666666666666667,gguf_q4_k_m,-0.9925993046107361
int8_convrot,-0.012840922673543293,-0.0142306387424469,dists,0.007934328176020019,0.0019835820440050047,-0.8666666666666667,mxfp8,-0.8752707106354214
int8_convrot,-0.0533542275428772,-0.046607375144958496,dists,0.0019225487503433123,9.154994049253868e-05,-1.0,nvfp4,-1.6120590787146616
int8_convrot,-0.09077313542366028,-0.09167766571044922,dists,0.0019225487503433123,9.154994049253868e-05,-1.0,int4_convrot,-3.4052726541350893
int8_convrot,0.0008673469225565592,-0.0006455481052398682,dists,0.7622753211877079,0.7622753211877079,0.3333333333333333,gguf_q8_0,0.0578997301772312
int8_convrot,-0.04122804403305054,-0.03694644570350647,dists,0.0019225487503433123,9.154994049253868e-05,-1.0,gguf_q4_k_m,-1.9868582761347895
mxfp8,-0.0405133048693339,-0.0344637930393219,dists,0.0019225487503433123,9.154994049253868e-05,-1.0,nvfp4,-1.206777545820994
mxfp8,-0.07793221275011698,-0.08090293407440186,dists,0.0019225487503433123,9.154994049253868e-05,-1.0,int4_convrot,-2.84582799600332
mxfp8,0.013708269596099854,0.010104119777679443,dists,0.002685464921114468,0.0003356831151393085,0.8666666666666667,gguf_q8_0,0.8134919888982025
mxfp8,-0.02838712135950724,-0.029308795928955078,dists,0.0038145808538557783,0.0007629161707711557,-0.7333333333333333,gguf_q4_k_m,-1.1688609377516601
nvfp4,-0.03741890788078308,-0.03917413949966431,dists,0.0019225487503433123,9.154994049253868e-05,-1.0,int4_convrot,-1.35097570183136
nvfp4,0.054221574465433756,0.04107436537742615,dists,0.0019225487503433123,9.154994049253868e-05,1.0,gguf_q8_0,1.3822433879583893
nvfp4,0.01212618350982666,0.008424609899520874,dists,0.18502242973542066,0.06167414324514022,0.6,gguf_q4_k_m,0.3427597740220526
int4_convrot,0.09164048234621684,0.08961328864097595,dists,0.0019225487503433123,9.154994049253868e-05,1.0,gguf_q8_0,2.828026050448309
int4_convrot,0.04954509139060974,0.04786181449890137,dists,0.0019225487503433123,9.154994049253868e-05,1.0,gguf_q4_k_m,1.8260563360286308
gguf_q8_0,-0.0420953909556071,-0.03554484248161316,dists,0.0019225487503433123,9.154994049253868e-05,-1.0,gguf_q4_k_m,-1.9422663894352648
fp8_scaled,-0.0012898763020833333,-0.0006103515625,hpsv2_1,1.0,0.34047422869175137,-0.06666666666666667,int8_convrot,-0.19304061496259736
fp8_scaled,-0.00069580078125,-0.00091552734375,hpsv2_1,1.0,0.6880588360950899,0.06666666666666667,mxfp8,-0.09897311636420007
fp8_scaled,0.003535970052083333,0.00408935546875,hpsv2_1,1.0,0.09292318959992676,0.6,nvfp4,0.39171167241270527
fp8_scaled,0.004618326822916667,0.0037841796875,hpsv2_1,1.0,0.11336934297659373,0.3333333333333333,int4_convrot,0.37035683786288476
fp8_scaled,-0.0006632486979166667,0.00018310546875,hpsv2_1,1.0,0.634654704141109,0.06666666666666667,gguf_q8_0,-0.10352178031874282
fp8_scaled,0.00330810546875,0.00408935546875,hpsv2_1,1.0,0.13759956056028563,0.4666666666666667,gguf_q4_k_m,0.3452524419761537
int8_convrot,0.0005940755208333333,0.00091552734375,hpsv2_1,1.0,0.5811895388934664,0.06666666666666667,mxfp8,0.10673220274310936
int8_convrot,0.0048258463541666664,0.005126953125,hpsv2_1,0.11779425676706644,0.005889712838353322,0.4666666666666667,nvfp4,0.8063832069017051
int8_convrot,0.005908203125,0.00482177734375,hpsv2_1,0.604687356953218,0.040312490463547866,0.6,int4_convrot,0.48844897783839986
int8_convrot,0.0006266276041666667,0.00067138671875,hpsv2_1,1.0,0.34132869480301503,0.2,gguf_q8_0,0.1805843849582085
int8_convrot,0.004597981770833333,0.00543212890625,hpsv2_1,0.06600750709512039,0.0031432146235771613,0.6,gguf_q4_k_m,0.6886915962183151
mxfp8,0.004231770833333333,0.00390625,hpsv2_1,0.11779425676706644,0.006072812719338399,0.4666666666666667,nvfp4,0.6738605083833954
mxfp8,0.0053141276041666664,0.00445556640625,hpsv2_1,0.8573041594189631,0.0659464738014587,0.3333333333333333,int4_convrot,0.4502114581899785
mxfp8,3.255208333333333e-05,6.103515625e-05,hpsv2_1,1.0,0.9696664530501389,0.06666666666666667,gguf_q8_0,0.008749558349375103
mxfp8,0.00400390625,0.00341796875,hpsv2_1,0.4721535597668528,0.0295095974854283,0.4666666666666667,gguf_q4_k_m,0.5046199149920279
nvfp4,0.0010823567708333334,-0.0015869140625,hpsv2_1,1.0,0.704110592328115,-0.3333333333333333,int4_convrot,0.09354184951547254
nvfp4,-0.00419921875,-0.0042724609375,hpsv2_1,0.29497390826695963,0.016387439348164425,-0.6,gguf_q8_0,-0.6597019689758591
nvfp4,-0.00022786458333333334,0.00030517578125,hpsv2_1,1.0,0.9024077634349538,-0.2,gguf_q4_k_m,-0.028250479351508713
int4_convrot,-0.005281575520833333,-0.005126953125,hpsv2_1,0.8232780982025695,0.05880557844304068,-0.6,gguf_q8_0,-0.4526242345527901
int4_convrot,-0.0013102213541666666,-0.0008544921875,hpsv2_1,1.0,0.5958375293722725,0.2,gguf_q4_k_m,-0.11160948355675497
gguf_q8_0,0.0039713541666666664,0.00396728515625,hpsv2_1,0.3584790503219506,0.02108700296011474,0.6,gguf_q4_k_m,0.5845843184356451
fp8_scaled,0.05403226770771046,0.028197238920256495,lpips_alex,0.012359241966492723,0.0024718483932985444,0.8666666666666667,int8_convrot,0.764120603842914
fp8_scaled,0.02150400049674014,0.01406194269657135,lpips_alex,0.17009978943513687,0.08504989471756844,0.6,mxfp8,0.3743685007879581
fp8_scaled,-0.09274463976422946,-0.07528487499803305,lpips_alex,0.0019225487503433123,0.00015258323415423113,-0.8666666666666667,nvfp4,-0.9920000407488736
fp8_scaled,-0.19546842084576685,-0.16680001839995384,lpips_alex,0.0019225487503433123,9.154994049253868e-05,-1.0,int4_convrot,-1.826841260301798
fp8_scaled,0.05485612271974484,0.029844852164387703,lpips_alex,0.0031737312704080076,0.00039671640880100095,0.8666666666666667,gguf_q8_0,1.017834790039381
fp8_scaled,-0.05757350741575162,-0.04265516437590122,lpips_alex,0.012359241966492723,0.002715981567945314,-0.6,gguf_q4_k_m,-0.6643199110036992
int8_convrot,-0.032528267210970324,-0.02020406350493431,lpips_alex,0.011535292502059874,0.0019225487503433123,-0.8666666666666667,mxfp8,-0.7991383785219931
int8_convrot,-0.14677690747193992,-0.13307402096688747,lpips_alex,0.0019225487503433123,9.154994049253868e-05,-1.0,nvfp4,-1.5723881890009856
int8_convrot,-0.24950068855347732,-0.21773730777204037,lpips_alex,0.0019225487503433123,9.154994049253868e-05,-1.0,int4_convrot,-2.0024148671608755
int8_convrot,0.0008238550120343765,-7.159635424613953e-05,lpips_alex,0.906741127284934,0.906741127284934,0.2,gguf_q8_0,0.02447243743597463
int8_convrot,-0.11160577512346208,-0.09362224861979485,lpips_alex,0.0019225487503433123,9.154994049253868e-05,-1.0,gguf_q4_k_m,-1.518147218561947
mxfp8,-0.1142486402609696,-0.10422929609194398,lpips_alex,0.0019225487503433123,9.154994049253868e-05,-1.0,nvfp4,-1.2650624036453004
mxfp8,-0.216972421342507,-0.18725118041038513,lpips_alex,0.0019225487503433123,9.154994049253868e-05,-1.0,int4_convrot,-1.84906694062674
mxfp8,0.033352122223004696,0.02955642342567444,lpips_alex,0.004485947084134395,0.0006408495834477708,0.7333333333333333,gguf_q8_0,1.0194919615675322
mxfp8,-0.07907750791249175,-0.06514374911785126,lpips_alex,0.0019225487503433123,9.154994049253868e-05,-1.0,gguf_q4_k_m,-1.1821546892351356
nvfp4,-0.1027237810815374,-0.08438949286937714,lpips_alex,0.0019225487503433123,0.00021361652781592359,-0.8666666666666667,int4_convrot,-1.074222935405924
nvfp4,0.1476007624839743,0.13931162934750319,lpips_alex,0.0019225487503433123,9.154994049253868e-05,1.0,gguf_q8_0,1.5387061365742374
nvfp4,0.03517113234847784,0.018161755055189133,lpips_alex,0.10812047972168817,0.03604015990722939,0.7333333333333333,gguf_q4_k_m,0.411415628263209
int4_convrot,0.2503245435655117,0.23730407655239105,lpips_alex,0.0019225487503433123,9.154994049253868e-05,1.0,gguf_q8_0,2.004818617076875
int4_convrot,0.13789491343001525,0.11858832836151123,lpips_alex,0.0019225487503433123,9.154994049253868e-05,1.0,gguf_q4_k_m,1.3300009406299433
gguf_q8_0,-0.11242963013549646,-0.09939884021878242,lpips_alex,0.0019225487503433123,9.154994049253868e-05,-1.0,gguf_q4_k_m,-1.5321790379915583
fp8_scaled,0.05964177555094163,0.037666287273168564,lpips_vgg,0.0038145808538557783,0.0007629161707711557,0.8666666666666667,int8_convrot,0.8934278201392859
fp8_scaled,0.0226765053657194,0.018969522789120674,lpips_vgg,0.14898226982819127,0.07449113491409563,0.4666666666666667,mxfp8,0.3998447164782178
fp8_scaled,-0.09502325666447481,-0.07989181391894817,lpips_vgg,0.0019225487503433123,9.154994049253868e-05,-1.0,nvfp4,-1.171491695033325
fp8_scaled,-0.20523033030331134,-0.1947877425700426,lpips_vgg,0.0019225487503433123,9.154994049253868e-05,-1.0,int4_convrot,-2.471314811254915
fp8_scaled,0.06043599589417378,0.04426039010286331,lpips_vgg,0.0019225487503433123,0.00015258323415423113,0.8666666666666667,gguf_q8_0,1.1880383641823271
fp8_scaled,-0.061914475386341414,-0.04994872212409973,lpips_vgg,0.0038145808538557783,0.000946016051756233,-0.7333333333333333,gguf_q4_k_m,-0.7777573924690571
int8_convrot,-0.03696527018522223,-0.030599839985370636,lpips_vgg,0.0023497818059751594,0.0003356831151393085,-0.8666666666666667,mxfp8,-0.9855060011129321
int8_convrot,-0.15466503221541644,-0.14864027872681618,lpips_vgg,0.0019225487503433123,9.154994049253868e-05,-1.0,nvfp4,-1.9275394735648743
int8_convrot,-0.26487210585425297,-0.25133758038282394,lpips_vgg,0.0019225487503433123,9.154994049253868e-05,-1.0,int4_convrot,-2.8082135742174197
int8_convrot,0.0007942203432321548,0.0008500795811414719,lpips_vgg,0.9025298300222772,0.9025298300222772,0.2,gguf_q8_0,0.02335210296039861
int8_convrot,-0.12155625093728303,-0.10981523618102074,lpips_vgg,0.0019225487503433123,9.154994049253868e-05,-1.0,gguf_q4_k_m,-1.8573299195077515
mxfp8,-0.11769976203019421,-0.1130877137184143,lpips_vgg,0.0019225487503433123,9.154994049253868e-05,-1.0,nvfp4,-1.5404344784071498
mxfp8,-0.22790683566903075,-0.21642639115452766,lpips_vgg,0.0019225487503433123,9.154994049253868e-05,-1.0,int4_convrot,-2.492159900097617
mxfp8,0.037759490528454384,0.03859693184494972,lpips_vgg,0.0023802984528060057,0.00039671640880100095,0.7333333333333333,gguf_q8_0,1.224369495067218
mxfp8,-0.08459098075206081,-0.06849947571754456,lpips_vgg,0.0019225487503433123,0.00015258323415423113,-0.8666666666666667,gguf_q4_k_m,-1.2440830597560488
nvfp4,-0.11020707363883654,-0.09898363798856735,lpips_vgg,0.0019225487503433123,9.154994049253868e-05,-1.0,int4_convrot,-1.4309507649893347
nvfp4,0.1554592525586486,0.15355850383639336,lpips_vgg,0.0019225487503433123,9.154994049253868e-05,1.0,gguf_q8_0,1.959234568399713
nvfp4,0.033108781278133395,0.025010254234075546,lpips_vgg,0.057035612926851595,0.0190118709756172,0.7333333333333333,gguf_q4_k_m,0.4481757538942801
int4_convrot,0.26566632619748515,0.2522496087476611,lpips_vgg,0.0019225487503433123,9.154994049253868e-05,1.0,gguf_q8_0,2.907746590785649
int4_convrot,0.14331585491696994,0.12996792048215866,lpips_vgg,0.0019225487503433123,9.154994049253868e-05,1.0,gguf_q4_k_m,1.6662286777672688
gguf_q8_0,-0.1223504712805152,-0.10642797220498323,lpips_vgg,0.0019225487503433123,9.154994049253868e-05,-1.0,gguf_q4_k_m,-1.8651203816811657
fp8_scaled,-0.06829129656155904,-0.03688281774520874,ms_ssim,0.02029357014251274,0.004058714028502548,-0.8666666666666667,int8_convrot,-0.7176373865468065
fp8_scaled,-0.029415584603945413,-0.0093708336353302,ms_ssim,0.11141627757941958,0.05337361530715005,-0.4666666666666667,mxfp8,-0.408074808911121
fp8_scaled,0.09865843156973521,0.07400113344192505,ms_ssim,0.0019225487503433123,9.154994049253868e-05,1.0,nvfp4,0.8967211916133542
fp8_scaled,0.18949954609076183,0.16864344477653503,ms_ssim,0.0019225487503433123,9.154994049253868e-05,1.0,int4_convrot,1.6061373880622634
fp8_scaled,-0.06779718200365702,-0.03367358446121216,ms_ssim,0.0019225487503433123,0.00015258323415423113,-0.8666666666666667,gguf_q8_0,-0.9128891747093083
fp8_scaled,0.056391691168149315,0.03182867169380188,ms_ssim,0.03527724373645824,0.00881931093411456,0.6,gguf_q4_k_m,0.5243678577322048
int8_convrot,0.03887571195761363,0.02790391445159912,ms_ssim,0.012633891787970338,0.0021056486313283896,0.8666666666666667,mxfp8,0.7498404754056792
int8_convrot,0.16694972813129424,0.14172139763832092,ms_ssim,0.0019225487503433123,9.154994049253868e-05,1.0,nvfp4,1.3480324147228542
int8_convrot,0.2577908426523209,0.22188621759414673,ms_ssim,0.0019225487503433123,9.154994049253868e-05,1.0,int4_convrot,1.6840514951814296
int8_convrot,0.0004941145579020182,0.0001468658447265625,ms_ssim,0.9558118953889346,0.9558118953889346,-0.06666666666666667,gguf_q8_0,0.011889545273324606
int8_convrot,0.12468298772970836,0.11556960642337799,ms_ssim,0.0019225487503433123,9.154994049253868e-05,1.0,gguf_q4_k_m,1.3378536852559952
mxfp8,0.1280740161736806,0.10872107744216919,ms_ssim,0.0019225487503433123,9.154994049253868e-05,1.0,nvfp4,1.1788233859166206
mxfp8,0.21891513069470722,0.19309449195861816,ms_ssim,0.0019225487503433123,9.154994049253868e-05,1.0,int4_convrot,1.6429160408999366
mxfp8,-0.03838159739971161,-0.03337642550468445,ms_ssim,0.005615063016875706,0.0007018828771094632,-0.7333333333333333,gguf_q8_0,-0.8644038169590137
mxfp8,0.08580727577209472,0.07591411471366882,ms_ssim,0.0019225487503433123,9.154994049253868e-05,1.0,gguf_q4_k_m,1.101033767537425
nvfp4,0.09084111452102661,0.08106106519699097,ms_ssim,0.0074765784735573255,0.001068082639079618,0.8666666666666667,int4_convrot,0.7775540088686345
nvfp4,-0.16645561357339222,-0.14764273166656494,ms_ssim,0.0019225487503433123,9.154994049253868e-05,-1.0,gguf_q8_0,-1.3240143591760187
nvfp4,-0.042266740401585894,-0.01934760808944702,ms_ssim,0.11141627757941958,0.03713875919313986,-0.7333333333333333,gguf_q4_k_m,-0.41010680153151235
int4_convrot,-0.25729672809441884,-0.2373158037662506,ms_ssim,0.0019225487503433123,9.154994049253868e-05,-1.0,gguf_q8_0,-1.7271555510903835
int4_convrot,-0.1331078549226125,-0.09777626395225525,ms_ssim,0.0019225487503433123,9.154994049253868e-05,-1.0,gguf_q4_k_m,-1.213211642343168
gguf_q8_0,0.12418887317180634,0.10416439175605774,ms_ssim,0.0019225487503433123,9.154994049253868e-05,1.0,gguf_q4_k_m,1.281958855724822
fp8_scaled,-0.06666666666666667,0.0,ocr_recognized_line_count,1.0,1.0,-1.0,int8_convrot,-0.26276913640612176
fp8_scaled,-0.03333333333333333,0.0,ocr_recognized_line_count,1.0,1.0,-1.0,mxfp8,-0.1825741858350554
fp8_scaled,-0.06666666666666667,0.0,ocr_recognized_line_count,1.0,0.5000152583234154,-1.0,nvfp4,-0.26276913640612176
fp8_scaled,-0.06666666666666667,0.0,ocr_recognized_line_count,1.0,1.0,-1.0,int4_convrot,-0.1825741858350554
fp8_scaled,-0.03333333333333333,0.0,ocr_recognized_line_count,1.0,1.0,-1.0,gguf_q8_0,-0.08054623361424612
fp8_scaled,0.1,0.0,ocr_recognized_line_count,1.0,1.0,1.0,gguf_q4_k_m,0.18257418583505539
int8_convrot,0.03333333333333333,0.0,ocr_recognized_line_count,1.0,1.0,1.0,mxfp8,0.1825741858350554
int8_convrot,0.0,0.0,ocr_recognized_line_count,1.0,1.0,0.0,nvfp4,0.0
int8_convrot,0.0,0.0,ocr_recognized_line_count,1.0,1.0,0.0,int4_convrot,0.0
int8_convrot,0.03333333333333333,0.0,ocr_recognized_line_count,1.0,1.0,1.0,gguf_q8_0,0.08054623361424612
int8_convrot,0.16666666666666666,0.0,ocr_recognized_line_count,1.0,1.0,1.0,gguf_q4_k_m,0.2232222629895102
mxfp8,-0.03333333333333333,0.0,ocr_recognized_line_count,1.0,1.0,-1.0,nvfp4,-0.1825741858350554
mxfp8,-0.03333333333333333,0.0,ocr_recognized_line_count,1.0,1.0,-1.0,int4_convrot,-0.08054623361424612
mxfp8,0.0,0.0,ocr_recognized_line_count,1.0,1.0,0.0,gguf_q8_0,0.0
mxfp8,0.13333333333333333,0.0,ocr_recognized_line_count,1.0,1.0,1.0,gguf_q4_k_m,0.1825741858350554
nvfp4,0.0,0.0,ocr_recognized_line_count,1.0,1.0,0.0,int4_convrot,0.0
nvfp4,0.03333333333333333,0.0,ocr_recognized_line_count,1.0,1.0,1.0,gguf_q8_0,0.10421815207042283
nvfp4,0.16666666666666666,0.0,ocr_recognized_line_count,1.0,0.5000152583234154,1.0,gguf_q4_k_m,0.2232222629895102
int4_convrot,0.03333333333333333,0.0,ocr_recognized_line_count,1.0,1.0,1.0,gguf_q8_0,0.049849817296457016
int4_convrot,0.16666666666666666,0.0,ocr_recognized_line_count,1.0,1.0,1.0,gguf_q4_k_m,0.2573131276520893
gguf_q8_0,0.13333333333333333,0.0,ocr_recognized_line_count,1.0,1.0,1.0,gguf_q4_k_m,0.1422825642787311
fp8_scaled,-0.009054047764198584,-0.005982637750633846,openclip_vith14_image_cosine_to_bf16,0.013457841252403187,0.0019225487503433123,-0.7333333333333333,int8_convrot,-0.7735993017938049
fp8_scaled,-0.0028506163362085114,-0.0012459868644099648,openclip_vith14_image_cosine_to_bf16,0.54814001037566,0.27407000518783,-0.4666666666666667,mxfp8,-0.22791752801015577
fp8_scaled,0.020216792515832506,0.017381928085783982,openclip_vith14_image_cosine_to_bf16,0.0039671640880100095,0.00039671640880100095,0.8666666666666667,nvfp4,0.786480614163502
fp8_scaled,0.043271886895858015,0.03767721610903757,openclip_vith14_image_cosine_to_bf16,0.0019225487503433123,9.154994049253868e-05,1.0,int4_convrot,1.3096645745559663
fp8_scaled,-0.008940940028640765,-0.007148035819267207,openclip_vith14_image_cosine_to_bf16,0.0039671640880100095,0.00039671640880100095,-0.7333333333333333,gguf_q8_0,-0.939934670979934
fp8_scaled,0.012229599397172311,0.009231727099912546,openclip_vith14_image_cosine_to_bf16,0.031889895938234304,0.006377979187646861,0.7333333333333333,gguf_q4_k_m,0.6222482730868968
int8_convrot,0.006203431427990073,0.006199133289036762,openclip_vith14_image_cosine_to_bf16,0.06432909151942384,0.01608227287985596,0.6,mxfp8,0.5912944134347523
int8_convrot,0.029270840280031088,0.02639083064076231,openclip_vith14_image_cosine_to_bf16,0.0019225487503433123,9.154994049253868e-05,1.0,nvfp4,1.3603840890344965
int8_convrot,0.052325934660056576,0.041655641648770836,openclip_vith14_image_cosine_to_bf16,0.0019225487503433123,9.154994049253868e-05,1.0,int4_convrot,1.7046475444403517
int8_convrot,0.00011310773555781954,0.00044863751771945237,openclip_vith14_image_cosine_to_bf16,0.9645396563825567,0.9645396563825567,0.2,gguf_q8_0,0.013554572457105273
int8_convrot,0.021283647161370895,0.017790506095838376,openclip_vith14_image_cosine_to_bf16,0.0019225487503433123,9.154994049253868e-05,1.0,gguf_q4_k_m,1.2834488781307736
mxfp8,0.023067408852041015,0.022750825805466113,openclip_vith14_image_cosine_to_bf16,0.0019835820440050047,0.00015258323415423113,0.8666666666666667,nvfp4,1.0017922439186893
mxfp8,0.0461225032320665,0.03633788006232208,openclip_vith14_image_cosine_to_bf16,0.0019225487503433123,9.154994049253868e-05,1.0,int4_convrot,1.388155738464574
mxfp8,-0.006090323692432254,-0.004334305075385569,openclip_vith14_image_cosine_to_bf16,0.03167627941041838,0.005279379901736397,-0.6,gguf_q8_0,-0.6365966589060874
mxfp8,0.015080215733380824,0.013297559495051958,openclip_vith14_image_cosine_to_bf16,0.0039671640880100095,0.00039671640880100095,0.8666666666666667,gguf_q4_k_m,0.9879106973252788
nvfp4,0.023055094380025502,0.016592494914274836,openclip_vith14_image_cosine_to_bf16,0.0032957978577313925,0.00027464982147761604,0.8666666666666667,int4_convrot,0.7457506250263138
nvfp4,-0.02915773254447327,-0.02936799021381531,openclip_vith14_image_cosine_to_bf16,0.0019225487503433123,9.154994049253868e-05,-1.0,gguf_q8_0,-1.2169259325076671
nvfp4,-0.007987193118660193,-0.006437749153737182,openclip_vith14_image_cosine_to_bf16,0.40089718941682684,0.13363239647227562,-0.4666666666666667,gguf_q4_k_m,-0.3186132411163756
int4_convrot,-0.05221282692449878,-0.04473775288981241,openclip_vith14_image_cosine_to_bf16,0.0019225487503433123,9.154994049253868e-05,-1.0,gguf_q8_0,-1.5396922324608266
int4_convrot,-0.031042287498685695,-0.02358716529002447,openclip_vith14_image_cosine_to_bf16,0.0036925142665323934,0.0003356831151393085,-0.8666666666666667,gguf_q4_k_m,-0.9424775009818149
gguf_q8_0,0.021170539425813078,0.017792740073945434,openclip_vith14_image_cosine_to_bf16,0.0019225487503433123,9.154994049253868e-05,1.0,gguf_q4_k_m,1.3199226328272256
fp8_scaled,-0.04429918924967448,-0.29449462890625,openclip_vith14_prompt_score,1.0,0.7678293509109219,-0.06666666666666667,int8_convrot,-0.055324336473070806
fp8_scaled,-0.11425679524739583,-0.16639137268066406,openclip_vith14_prompt_score,1.0,0.5811285055998047,-0.4666666666666667,mxfp8,-0.1175029448834697
fp8_scaled,0.5985438664754231,0.3509788513183594,openclip_vith14_prompt_score,1.0,0.07272116939790656,0.3333333333333333,nvfp4,0.34823000493243866
fp8_scaled,-0.003260930379231771,-0.038547515869140625,openclip_vith14_prompt_score,1.0,0.9891971070218805,-0.06666666666666667,int4_convrot,-0.0022886992034206574
fp8_scaled,0.19035911560058594,0.034137725830078125,openclip_vith14_prompt_score,1.0,0.35902834996490585,0.4666666666666667,gguf_q8_0,0.19546574038695833
fp8_scaled,0.44100850423177085,0.22391700744628906,openclip_vith14_prompt_score,0.6365772528914524,0.03182886264457262,0.3333333333333333,gguf_q4_k_m,0.42900651362508774
int8_convrot,-0.06995760599772136,-0.06518363952636719,openclip_vith14_prompt_score,1.0,0.7141200524886325,-0.3333333333333333,mxfp8,-0.07166046522228162
int8_convrot,0.6428430557250977,0.17094993591308594,openclip_vith14_prompt_score,0.6365772528914524,0.03182886264457262,0.3333333333333333,nvfp4,0.3958280102451139
int8_convrot,0.041038258870442705,0.11919403076171875,openclip_vith14_prompt_score,1.0,0.8618206231499282,-0.06666666666666667,int4_convrot,0.030860684649492848
int8_convrot,0.23465830485026043,0.2073040008544922,openclip_vith14_prompt_score,1.0,0.12710183405047454,0.3333333333333333,gguf_q8_0,0.2842489891885424
int8_convrot,0.4853076934814453,0.1908092498779297,openclip_vith14_prompt_score,1.0,0.09469315511611584,0.3333333333333333,gguf_q4_k_m,0.35895119280102544
mxfp8,0.712800661722819,0.4066047668457031,openclip_vith14_prompt_score,0.7607800054929964,0.042265555860722025,0.4666666666666667,nvfp4,0.4053324353251085
mxfp8,0.11099586486816407,-0.140625,openclip_vith14_prompt_score,1.0,0.639598400927706,0.06666666666666667,int4_convrot,0.07888755450660138
mxfp8,0.3046159108479818,0.1703052520751953,openclip_vith14_prompt_score,1.0,0.07491836796972749,0.6,gguf_q8_0,0.33915401025066827
mxfp8,0.5552652994791667,0.4755573272705078,openclip_vith14_prompt_score,0.5017852238396044,0.023894534468552595,0.3333333333333333,gguf_q4_k_m,0.4320485350548155
nvfp4,-0.6018047968546549,-0.6895065307617188,openclip_vith14_prompt_score,1.0,0.16463730965241538,-0.3333333333333333,int4_convrot,-0.3317056091571094
nvfp4,-0.40818475087483724,-0.08834648132324219,openclip_vith14_prompt_score,1.0,0.31856327626720377,-0.06666666666666667,gguf_q8_0,-0.24005109985271406
nvfp4,-0.15753536224365233,-0.14355087280273438,openclip_vith14_prompt_score,1.0,0.6823827397845524,0.06666666666666667,gguf_q4_k_m,-0.0811470013818392
int4_convrot,0.19362004597981772,0.3433723449707031,openclip_vith14_prompt_score,1.0,0.37782660441270716,0.06666666666666667,gguf_q8_0,0.14015357813946963
int4_convrot,0.4442694346110026,0.2575397491455078,openclip_vith14_prompt_score,1.0,0.08785742622600629,-0.06666666666666667,gguf_q4_k_m,0.28517932856235884
gguf_q8_0,0.2506493886311849,-0.018680572509765625,openclip_vith14_prompt_score,1.0,0.3500564557966371,-0.06666666666666667,gguf_q4_k_m,0.19778146757966122
fp8_scaled,-0.049491500854492186,-0.03954887390136719,pickscore_v1,1.0,0.272666239433611,-0.2,int8_convrot,-0.25110250344070284
fp8_scaled,0.02095788319905599,0.03464221954345703,pickscore_v1,1.0,0.6771949098233087,0.2,mxfp8,0.08362997346518622
fp8_scaled,0.045140711466471355,0.07201957702636719,pickscore_v1,1.0,0.5706918123836553,0.06666666666666667,nvfp4,0.12300056623208194
fp8_scaled,0.08698266347249349,0.0414886474609375,pickscore_v1,1.0,0.20473618358814732,0.4666666666666667,int4_convrot,0.22314937558344483
fp8_scaled,-0.04934991200764974,-0.022459983825683594,pickscore_v1,1.0,0.39723519179712535,0.06666666666666667,gguf_q8_0,-0.20997729874461327
fp8_scaled,0.0404544194539388,0.049429893493652344,pickscore_v1,1.0,0.33009856876926363,0.06666666666666667,gguf_q4_k_m,0.1484369301259211
int8_convrot,0.07044938405354818,0.07897090911865234,pickscore_v1,0.9750068662455369,0.05416704812475205,0.6,mxfp8,0.39254982995428783
int8_convrot,0.09463221232096354,0.07480716705322266,pickscore_v1,1.0,0.2317739326802771,0.3333333333333333,nvfp4,0.27143959881653396
int8_convrot,0.13647416432698567,0.09809494018554688,pickscore_v1,0.2787695687997803,0.01327474137141811,0.6,int4_convrot,0.4239281891930114
int8_convrot,0.00014158884684244792,0.0264434814453125,pickscore_v1,1.0,0.995239403094388,0.3333333333333333,gguf_q8_0,0.0009604994509966537
int8_convrot,0.08994592030843099,0.07528877258300781,pickscore_v1,0.5363300680521225,0.02822789831853276,0.3333333333333333,gguf_q4_k_m,0.3495143501532503
mxfp8,0.024182828267415364,-0.041229248046875,pickscore_v1,1.0,0.7556226921785835,-0.06666666666666667,nvfp4,0.07630940464868596
mxfp8,0.0660247802734375,0.042525291442871094,pickscore_v1,1.0,0.16750587445451492,0.3333333333333333,int4_convrot,0.26760841427409154
mxfp8,-0.07030779520670573,-0.017213821411132812,pickscore_v1,1.0,0.09994201837102139,-0.3333333333333333,gguf_q8_0,-0.3214101723589422
mxfp8,0.01949653625488281,0.004019737243652344,pickscore_v1,1.0,0.6852513045866521,0.2,gguf_q4_k_m,0.06767960485264027
nvfp4,0.041841952006022136,0.0769205093383789,pickscore_v1,1.0,0.626720375965089,0.2,int4_convrot,0.10814700765493754
nvfp4,-0.0944906234741211,-0.07692813873291016,pickscore_v1,1.0,0.25399005157313315,-0.2,gguf_q8_0,-0.27465267475981153
nvfp4,-0.004686292012532552,0.049327850341796875,pickscore_v1,1.0,0.9558729286825963,0.06666666666666667,gguf_q4_k_m,-0.011529305555915238
int4_convrot,-0.13633257548014324,-0.08920478820800781,pickscore_v1,0.4803320211175196,0.02401660105587598,-0.4666666666666667,gguf_q8_0,-0.38743501063971264
int4_convrot,-0.04652824401855469,-0.013698577880859375,pickscore_v1,1.0,0.4408739967652354,-0.2,gguf_q4_k_m,-0.11393201455634222
gguf_q8_0,0.08980433146158855,0.05837726593017578,pickscore_v1,1.0,0.10531294821325032,0.3333333333333333,gguf_q4_k_m,0.30431310600611255
fp8_scaled,-0.62218017578125,-0.36297607421875,pyiqa_brisque,1.0,0.093472489242882,-0.4666666666666667,int8_convrot,-0.3168361666681734
fp8_scaled,0.17278645833333334,0.330322265625,pyiqa_brisque,1.0,0.7188806493942446,-0.06666666666666667,mxfp8,0.06580386301806593
fp8_scaled,0.27162272135416665,-0.1939697265625,pyiqa_brisque,1.0,0.788641704049559,-0.06666666666666667,nvfp4,0.06232722361543333
fp8_scaled,2.555810546875,3.68408203125,pyiqa_brisque,0.8645060880710428,0.045500320424791726,0.6,int4_convrot,0.44855173950534083
fp8_scaled,-0.69735107421875,0.059326171875,pyiqa_brisque,1.0,0.16976410631999755,-0.2,gguf_q8_0,-0.2386472736751327
fp8_scaled,-0.50052490234375,0.502685546875,pyiqa_brisque,1.0,0.5046537886417041,0.2,gguf_q4_k_m,-0.13788491025782934
int8_convrot,0.7949666341145833,0.51800537109375,pyiqa_brisque,1.0,0.06466477463456316,0.4666666666666667,mxfp8,0.29000591181954
int8_convrot,0.8938028971354167,-0.150146484375,pyiqa_brisque,1.0,0.3659861454423388,-0.06666666666666667,nvfp4,0.214471855191788
int8_convrot,3.17799072265625,2.5068359375,pyiqa_brisque,0.5169519973145351,0.025847599865726753,0.6,int4_convrot,0.5007594917212448
int8_convrot,-0.0751708984375,0.26025390625,pyiqa_brisque,1.0,0.8616375232689432,0.2,gguf_q8_0,-0.02633061547307553
int8_convrot,0.1216552734375,0.9093017578125,pyiqa_brisque,1.0,0.8975250999420183,0.3333333333333333,gguf_q4_k_m,0.026002298867164063
mxfp8,0.09883626302083333,-0.3721923828125,pyiqa_brisque,1.0,0.924379749153163,-0.3333333333333333,nvfp4,0.023682418958543193
mxfp8,2.3830240885416667,1.9468994140625,pyiqa_brisque,1.0,0.07455216820775733,0.4666666666666667,int4_convrot,0.37429871235904766
mxfp8,-0.8701375325520834,-0.34771728515625,pyiqa_brisque,1.0,0.19924318715859501,0.06666666666666667,gguf_q8_0,-0.27206304295434364
mxfp8,-0.6733113606770833,0.01605224609375,pyiqa_brisque,1.0,0.5242454759071074,0.2,gguf_q4_k_m,-0.14342519227288952
nvfp4,2.284187825520833,3.43646240234375,pyiqa_brisque,1.0,0.11727547377094205,0.3333333333333333,int4_convrot,0.3311038378667192
nvfp4,-0.9689737955729166,0.4481201171875,pyiqa_brisque,1.0,0.48762549971009184,0.3333333333333333,gguf_q8_0,-0.1668375093875645
nvfp4,-0.7721476236979167,0.7960205078125,pyiqa_brisque,1.0,0.6333730049742134,0.3333333333333333,gguf_q4_k_m,-0.11602152460255807
int4_convrot,-3.25316162109375,-3.0396728515625,pyiqa_brisque,0.5146022155085599,0.02450486740516952,-0.6,gguf_q8_0,-0.5546287829940423
int4_convrot,-3.05633544921875,-2.838623046875,pyiqa_brisque,0.8645060880710428,0.0473313192346425,-0.6,gguf_q4_k_m,-0.5031519410146432
gguf_q8_0,0.196826171875,0.67596435546875,pyiqa_brisque,1.0,0.8111629894107235,0.2,gguf_q4_k_m,0.05460082480376713
fp8_scaled,0.0034338533878326416,0.001222267746925354,pyiqa_maniqa,1.0,0.09640208733864324,0.3333333333333333,int8_convrot,0.34850823856072927
fp8_scaled,0.0016657998164494833,0.001036912202835083,pyiqa_maniqa,1.0,0.2574689493118496,0.2,mxfp8,0.2125115420160155
fp8_scaled,0.002706428368886312,0.0040501803159713745,pyiqa_maniqa,1.0,0.47242820958833043,0.4666666666666667,nvfp4,0.1517935916754868
fp8_scaled,-0.0012601653734842936,-0.0008558183908462524,pyiqa_maniqa,1.0,0.8304495102078183,-0.2,int4_convrot,-0.04877772438823156
fp8_scaled,0.001962702473004659,0.0026942938566207886,pyiqa_maniqa,1.0,0.12270743690683268,0.3333333333333333,gguf_q8_0,0.29240483507242715
fp8_scaled,0.00244977871576945,0.0034039169549942017,pyiqa_maniqa,1.0,0.11666514083432512,0.4666666666666667,gguf_q4_k_m,0.2978858231123417
int8_convrot,-0.0017680535713831584,-0.0009584426879882812,pyiqa_maniqa,1.0,0.47071927736580305,-0.06666666666666667,mxfp8,-0.16482314963949696
int8_convrot,-0.0007274250189463297,0.00337432324886322,pyiqa_maniqa,1.0,0.8340504745338582,0.06666666666666667,nvfp4,-0.03963539834195116
int8_convrot,-0.004694018761316935,0.0022896379232406616,pyiqa_maniqa,1.0,0.49739082669596263,-0.06666666666666667,int4_convrot,-0.1588827743862973
int8_convrot,-0.0014711509148279825,-0.0007011741399765015,pyiqa_maniqa,1.0,0.5048979218163508,-0.2,gguf_q8_0,-0.16479945838755453
int8_convrot,-0.0009840746720631917,-0.0011478066444396973,pyiqa_maniqa,1.0,0.6610821202966218,-0.2,gguf_q4_k_m,-0.09425622167800012
mxfp8,0.0010406285524368285,0.0026386380195617676,pyiqa_maniqa,1.0,0.7639842534102352,0.3333333333333333,nvfp4,0.05976649432839801
mxfp8,-0.002925965189933777,-0.00037613511085510254,pyiqa_maniqa,1.0,0.5845463700448594,-0.2,int4_convrot,-0.1189250621829263
mxfp8,0.00029690265655517577,-9.179115295410156e-06,pyiqa_maniqa,1.0,0.82654337941347,0.06666666666666667,gguf_q8_0,0.04629221887366334
mxfp8,0.0007839788993199666,0.0028151124715805054,pyiqa_maniqa,1.0,0.7310262748329214,0.2,gguf_q4_k_m,0.07816971410548468
nvfp4,-0.003966593742370605,-0.0015163719654083252,pyiqa_maniqa,1.0,0.5529921572217644,-0.06666666666666667,int4_convrot,-0.13257800033407605
nvfp4,-0.0007437258958816528,-0.00114479660987854,pyiqa_maniqa,1.0,0.8337453080655498,-0.2,gguf_q8_0,-0.04204040151809584
nvfp4,-0.000256649653116862,-0.00029568374156951904,pyiqa_maniqa,1.0,0.9392718728066161,-0.06666666666666667,gguf_q4_k_m,-0.015766520654846766
int4_convrot,0.0032228678464889526,-0.0007701963186264038,pyiqa_maniqa,1.0,0.5752693094082822,0.06666666666666667,gguf_q8_0,0.12572649898464358
int4_convrot,0.0037099440892537435,0.0010542571544647217,pyiqa_maniqa,1.0,0.5244285757880924,0.06666666666666667,gguf_q4_k_m,0.14136721227450327
gguf_q8_0,0.0004870762427647909,-0.0003186166286468506,pyiqa_maniqa,1.0,0.7955384662333302,0.06666666666666667,gguf_q4_k_m,0.050657214281139853
fp8_scaled,0.37436644236246747,0.13973617553710938,pyiqa_musiq,1.0,0.3817327352070555,-0.06666666666666667,int8_convrot,0.23533355085896504
fp8_scaled,0.0039046605428059897,-0.024715423583984375,pyiqa_musiq,1.0,0.983521010711343,0.3333333333333333,mxfp8,0.004166622709297343
fp8_scaled,0.6688837051391602,0.7838211059570312,pyiqa_musiq,1.0,0.10726601361042448,0.4666666666666667,nvfp4,0.30326276509834627
fp8_scaled,0.39674104054768883,0.6884231567382812,pyiqa_musiq,1.0,0.5498794592450181,0.2,int4_convrot,0.11844017610409265
fp8_scaled,-0.002016576131184896,0.06478118896484375,pyiqa_musiq,1.0,0.9940187372211542,0.2,gguf_q8_0,-0.0017399184346417204
fp8_scaled,0.025789705912272136,0.1513824462890625,pyiqa_musiq,1.0,0.9472062009826361,0.06666666666666667,gguf_q4_k_m,0.013409806941329835
int8_convrot,-0.37046178181966144,-0.07075119018554688,pyiqa_musiq,1.0,0.3733101406817419,0.06666666666666667,mxfp8,-0.2292968830944883
int8_convrot,0.2945172627766927,0.3830909729003906,pyiqa_musiq,1.0,0.4566205865299521,0.2,nvfp4,0.1347315776861467
int8_convrot,0.022374598185221355,0.38130950927734375,pyiqa_musiq,1.0,0.9752815160670145,0.2,int4_convrot,0.0061566880845813484
int8_convrot,-0.37638301849365235,-0.052211761474609375,pyiqa_musiq,1.0,0.15420061643626598,-0.2,gguf_q8_0,-0.3007564577150579
int8_convrot,-0.3485767364501953,0.06878852844238281,pyiqa_musiq,1.0,0.5261375080106198,0.06666666666666667,gguf_q4_k_m,-0.13544982454047513
mxfp8,0.6649790445963542,0.6246547698974609,pyiqa_musiq,1.0,0.16720070798620648,0.4666666666666667,nvfp4,0.2909394569838177
mxfp8,0.3928363800048828,0.3418121337890625,pyiqa_musiq,1.0,0.5909548658793372,0.06666666666666667,int4_convrot,0.11590333428162536
mxfp8,-0.0059212366739908855,-0.22447586059570312,pyiqa_musiq,1.0,0.9799810796789649,0.2,gguf_q8_0,-0.0059253654020243445
mxfp8,0.021885045369466147,0.15056228637695312,pyiqa_musiq,1.0,0.9653330892001587,-0.06666666666666667,gguf_q4_k_m,0.010511593926086258
nvfp4,-0.27214266459147135,0.07458114624023438,pyiqa_musiq,1.0,0.6958100643901248,0.06666666666666667,int4_convrot,-0.09390670076979121
nvfp4,-0.6709002812703451,-0.5799636840820312,pyiqa_musiq,1.0,0.11294210992096189,-0.3333333333333333,gguf_q8_0,-0.32365149420760253
nvfp4,-0.643093999226888,-0.5626640319824219,pyiqa_musiq,1.0,0.15713021453202722,-0.3333333333333333,gguf_q4_k_m,-0.2938933789777937
int4_convrot,-0.3987576166788737,-0.26520538330078125,pyiqa_musiq,1.0,0.5752082761146206,-0.06666666666666667,gguf_q8_0,-0.12038778081323753
int4_convrot,-0.3709513346354167,-0.23753738403320312,pyiqa_musiq,1.0,0.5475601940858739,-0.2,gguf_q4_k_m,-0.1290635724756854
gguf_q8_0,0.02780628204345703,0.031124114990234375,pyiqa_musiq,1.0,0.9437273032439195,-0.06666666666666667,gguf_q4_k_m,0.014120664345169426
fp8_scaled,-0.027961742213209552,-0.024534603728256332,pyiqa_niqe,1.0,0.6905001678415575,0.2,int8_convrot,-0.09136306375730678
fp8_scaled,0.12757801711514008,0.017927229327543426,pyiqa_niqe,1.0,0.13424272940889256,0.2,mxfp8,0.338403401962768
fp8_scaled,0.006521797569435206,-0.009633851975517471,pyiqa_niqe,1.0,0.9082059263328145,0.2,nvfp4,0.02178360754259599
fp8_scaled,-0.07609533932264283,-0.11668463637038307,pyiqa_niqe,1.0,0.7746040465073698,-0.2,int4_convrot,-0.07192903648637242
fp8_scaled,0.038283741572188654,0.04750878267647152,pyiqa_niqe,1.0,0.3154505782904574,0.2,gguf_q8_0,0.15964780772996787
fp8_scaled,0.027641104870429183,0.01765298413501548,pyiqa_niqe,1.0,0.753913759956056,0.3333333333333333,gguf_q4_k_m,0.07626110106854722
int8_convrot,0.1555397593283496,-0.007483116785064192,pyiqa_niqe,1.0,0.32600933809393023,-0.06666666666666667,mxfp8,0.2609774609248157
int8_convrot,0.034483539782644755,-0.02433628792406095,pyiqa_niqe,1.0,0.6522322927156764,0.06666666666666667,nvfp4,0.10493922698834962
int8_convrot,-0.0481335971094333,-0.0712914318554736,pyiqa_niqe,1.0,0.8397265708443956,-0.2,int4_convrot,-0.05059995393919145
int8_convrot,0.06624548378539821,0.026668201444392636,pyiqa_niqe,1.0,0.1822148982269828,0.2,gguf_q8_0,0.24535655568907255
int8_convrot,0.05560284708363873,0.024717921971794787,pyiqa_niqe,1.0,0.4814611370502609,0.2,gguf_q4_k_m,0.1690001686775484
mxfp8,-0.12105621954570485,-0.04398211131402752,pyiqa_niqe,1.0,0.18471726326711221,-0.3333333333333333,nvfp4,-0.26430613140655984
mxfp8,-0.2036733564377829,-0.09263402488212757,pyiqa_niqe,1.0,0.5362690347584608,-0.06666666666666667,int4_convrot,-0.1650841043264225
mxfp8,-0.0892942755429514,-0.017775961318249545,pyiqa_niqe,1.0,0.507644420031127,0.06666666666666667,gguf_q8_0,-0.19094483917812619
mxfp8,-0.09993691224471088,-0.0015518844263016085,pyiqa_niqe,1.0,0.40449815374286674,0.06666666666666667,gguf_q4_k_m,-0.20581228221797648
nvfp4,-0.08261713689207806,0.003054775725989778,pyiqa_niqe,1.0,0.7439653330892002,-0.06666666666666667,int4_convrot,-0.08760037454393527
nvfp4,0.03176194400275345,0.06005799018817681,pyiqa_niqe,1.0,0.3926576947724984,0.2,gguf_q8_0,0.1264832700940216
nvfp4,0.021119307300993977,0.04435103505107496,pyiqa_niqe,1.0,0.6591900881931093,0.3333333333333333,gguf_q4_k_m,0.09088252150660585
int4_convrot,0.11437908089483151,0.10407567446578114,pyiqa_niqe,1.0,0.6403308004516464,0.2,gguf_q8_0,0.11532291034915824
int4_convrot,0.10373644419307206,0.15622543596538518,pyiqa_niqe,1.0,0.678293509109219,0.06666666666666667,gguf_q4_k_m,0.1068711474287755
gguf_q8_0,-0.010642636701759474,-0.024803849233268283,pyiqa_niqe,1.0,0.8725014495407245,0.06666666666666667,gguf_q4_k_m,-0.03466492944020063
fp8_scaled,0.005892618497212728,0.005368947982788086,pyiqa_topiq_nr,0.9234337331014069,0.04617168665507034,0.4666666666666667,int8_convrot,0.45399488692550544
fp8_scaled,0.0011031260093053183,0.0016209036111831665,pyiqa_topiq_nr,1.0,0.6416735329122036,0.2,mxfp8,0.09975166145473922
fp8_scaled,0.006982232133547465,0.006140410900115967,pyiqa_topiq_nr,1.0,0.06057554395922976,0.3333333333333333,nvfp4,0.3731290591848374
fp8_scaled,-0.003598762551943461,0.0005825459957122803,pyiqa_topiq_nr,1.0,0.6609600537092984,-0.06666666666666667,int4_convrot,-0.1076400940746282
fp8_scaled,0.0017747918764750162,0.001996442675590515,pyiqa_topiq_nr,1.0,0.37038054258598063,0.06666666666666667,gguf_q8_0,0.18611241475834037
fp8_scaled,0.0026787370443344116,0.0027178525924682617,pyiqa_topiq_nr,1.0,0.4632121822454149,0.2,gguf_q4_k_m,0.16590770681413547
int8_convrot,-0.00478949248790741,-0.0034291744232177734,pyiqa_topiq_nr,0.5748420763526504,0.027373432207269066,-0.6,mxfp8,-0.44274968618655247
int8_convrot,0.0010896136363347372,0.0021250545978546143,pyiqa_topiq_nr,1.0,0.6680399157740547,-0.06666666666666667,nvfp4,0.07563347535753298
int8_convrot,-0.00949138104915619,-0.0030665695667266846,pyiqa_topiq_nr,1.0,0.2616192132808447,-0.2,int4_convrot,-0.29756321353268067
int8_convrot,-0.004117826620737712,-0.001601487398147583,pyiqa_topiq_nr,0.9234337331014069,0.04702615276633403,-0.3333333333333333,gguf_q8_0,-0.4333521447190085
int8_convrot,-0.003213881452878316,-0.0051229894161224365,pyiqa_topiq_nr,1.0,0.3377887637706369,-0.06666666666666667,gguf_q4_k_m,-0.2202312872951796
mxfp8,0.005879106124242147,0.0072859227657318115,pyiqa_topiq_nr,1.0,0.062467576062742225,0.4666666666666667,nvfp4,0.36413588374509676
mxfp8,-0.00470188856124878,0.0006345510482788086,pyiqa_topiq_nr,1.0,0.5562879550794959,0.06666666666666667,int4_convrot,-0.1468083773425498
mxfp8,0.000671665867169698,4.747509956359863e-05,pyiqa_topiq_nr,1.0,0.6804296743873783,-0.06666666666666667,gguf_q8_0,0.0837729582011159
mxfp8,0.0015756110350290933,0.00027689337730407715,pyiqa_topiq_nr,1.0,0.6807958741493485,0.2,gguf_q4_k_m,0.09961380958747548
nvfp4,-0.010580994685490926,-0.0076628923416137695,pyiqa_topiq_nr,1.0,0.2375110622844762,-0.3333333333333333,int4_convrot,-0.29935408848273437
nvfp4,-0.005207440257072449,-0.0064446330070495605,pyiqa_topiq_nr,1.0,0.08401232872531966,-0.4666666666666667,gguf_q8_0,-0.33143315398419115
nvfp4,-0.004303495089213054,-0.004215434193611145,pyiqa_topiq_nr,1.0,0.3388873630565473,-0.4666666666666667,gguf_q4_k_m,-0.2285883648867997
int4_convrot,0.005373554428418478,1.6108155250549316e-05,pyiqa_topiq_nr,1.0,0.5083157862614056,0.06666666666666667,gguf_q8_0,0.16956685672138613
int4_convrot,0.006277499596277872,0.0012803077697753906,pyiqa_topiq_nr,1.0,0.3816717019133938,0.3333333333333333,gguf_q4_k_m,0.21687576647983486
gguf_q8_0,0.0009039451678593953,0.0025638043880462646,pyiqa_topiq_nr,1.0,0.8070737587353901,0.06666666666666667,gguf_q4_k_m,0.05784008580465946