Add metrics for DeRIS-L checkpoint
Browse files- venice_h1_deris_l_metrics.json +379 -0
venice_h1_deris_l_metrics.json
ADDED
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| 1 |
+
{
|
| 2 |
+
"best_epoch": 15,
|
| 3 |
+
"best_tau": 0.9,
|
| 4 |
+
"best_temp": 0.5,
|
| 5 |
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"margin_pred": 0.0,
|
| 6 |
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"margin_gap": 0.0,
|
| 7 |
+
"best_delta_full": 0.2109050750732422,
|
| 8 |
+
"tune": {
|
| 9 |
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"tau": 0.9,
|
| 10 |
+
"margin_pred": 0.0,
|
| 11 |
+
"margin_gap": 0.0,
|
| 12 |
+
"gate_temperature": 0.5,
|
| 13 |
+
"n_samples": 5657,
|
| 14 |
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"n_failures": 384,
|
| 15 |
+
"failure_rate": 6.788050203287963,
|
| 16 |
+
"rerank_count": 25,
|
| 17 |
+
"rerank_rate": 0.44193035177656,
|
| 18 |
+
"q0_miou": 86.46936416625977,
|
| 19 |
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"oracle_miou": 89.69137072563171,
|
| 20 |
+
"selected_miou": 86.5086019039154,
|
| 21 |
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"delta_full": 0.03923773765563965,
|
| 22 |
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"q0_miou_fail": 32.901766896247864,
|
| 23 |
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"oracle_miou_fail": 80.36765456199646,
|
| 24 |
+
"selected_miou_fail": 34.72617566585541,
|
| 25 |
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"delta_fail": 1.824408769607544,
|
| 26 |
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"gap_closed": 3.8436208808626957,
|
| 27 |
+
"auc_fail": 0.7775509276819015,
|
| 28 |
+
"gate_acc": 92.29273200035095,
|
| 29 |
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"gate_prec": 41.82389937106918,
|
| 30 |
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"gate_rec": 34.63541666666667,
|
| 31 |
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"gate_tp": 133,
|
| 32 |
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"gate_fp": 185,
|
| 33 |
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"gate_tn": 5088,
|
| 34 |
+
"gate_fn": 251,
|
| 35 |
+
"decision_acc": 93.4063971042633,
|
| 36 |
+
"decision_prec": 72.0,
|
| 37 |
+
"decision_rec": 4.6875,
|
| 38 |
+
"decision_fp_rate": 0.13275175421960933,
|
| 39 |
+
"decision_tp": 18,
|
| 40 |
+
"decision_fp": 7,
|
| 41 |
+
"decision_tn": 5266,
|
| 42 |
+
"decision_fn": 366,
|
| 43 |
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"oracle_acc_on_reranked_failures": 44.44444477558136,
|
| 44 |
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"true_gain_on_reranked_failures": 38.9208197593689,
|
| 45 |
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"n_false_positive_reranks": 7,
|
| 46 |
+
"fp_rerank_harm": -68.36986541748047,
|
| 47 |
+
"oracle_accuracy_overall": 93.21194887161255
|
| 48 |
+
},
|
| 49 |
+
"splits": {
|
| 50 |
+
"testA_refcoco_unc": {
|
| 51 |
+
"tau": 0.9,
|
| 52 |
+
"margin_pred": 0.0,
|
| 53 |
+
"margin_gap": 0.0,
|
| 54 |
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"gate_temperature": 0.5,
|
| 55 |
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"n_samples": 5657,
|
| 56 |
+
"n_failures": 384,
|
| 57 |
+
"failure_rate": 6.788050203287963,
|
| 58 |
+
"rerank_count": 25,
|
| 59 |
+
"rerank_rate": 0.44193035177656,
|
| 60 |
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"q0_miou": 86.46936416625977,
|
| 61 |
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"oracle_miou": 89.69137072563171,
|
| 62 |
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"selected_miou": 86.5086019039154,
|
| 63 |
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"delta_full": 0.03923773765563965,
|
| 64 |
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"q0_miou_fail": 32.901766896247864,
|
| 65 |
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"oracle_miou_fail": 80.36765456199646,
|
| 66 |
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"selected_miou_fail": 34.72617566585541,
|
| 67 |
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"delta_fail": 1.824408769607544,
|
| 68 |
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"gap_closed": 3.8436208808626957,
|
| 69 |
+
"auc_fail": 0.7775509276819015,
|
| 70 |
+
"gate_acc": 92.29273200035095,
|
| 71 |
+
"gate_prec": 41.82389937106918,
|
| 72 |
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"gate_rec": 34.63541666666667,
|
| 73 |
+
"gate_tp": 133,
|
| 74 |
+
"gate_fp": 185,
|
| 75 |
+
"gate_tn": 5088,
|
| 76 |
+
"gate_fn": 251,
|
| 77 |
+
"decision_acc": 93.4063971042633,
|
| 78 |
+
"decision_prec": 72.0,
|
| 79 |
+
"decision_rec": 4.6875,
|
| 80 |
+
"decision_fp_rate": 0.13275175421960933,
|
| 81 |
+
"decision_tp": 18,
|
| 82 |
+
"decision_fp": 7,
|
| 83 |
+
"decision_tn": 5266,
|
| 84 |
+
"decision_fn": 366,
|
| 85 |
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"oracle_acc_on_reranked_failures": 44.44444477558136,
|
| 86 |
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"true_gain_on_reranked_failures": 38.9208197593689,
|
| 87 |
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"n_false_positive_reranks": 7,
|
| 88 |
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"fp_rerank_harm": -68.36986541748047,
|
| 89 |
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"oracle_accuracy_overall": 93.21194887161255
|
| 90 |
+
},
|
| 91 |
+
"testA_refcocoplus_unc": {
|
| 92 |
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"tau": 0.9,
|
| 93 |
+
"margin_pred": 0.0,
|
| 94 |
+
"margin_gap": 0.0,
|
| 95 |
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"gate_temperature": 0.5,
|
| 96 |
+
"n_samples": 5726,
|
| 97 |
+
"n_failures": 574,
|
| 98 |
+
"failure_rate": 10.024449877750612,
|
| 99 |
+
"rerank_count": 34,
|
| 100 |
+
"rerank_rate": 0.5937827453719874,
|
| 101 |
+
"q0_miou": 83.376145362854,
|
| 102 |
+
"oracle_miou": 89.49434757232666,
|
| 103 |
+
"selected_miou": 83.3836317062378,
|
| 104 |
+
"delta_full": 0.0074863433837890625,
|
| 105 |
+
"q0_miou_fail": 19.878679513931274,
|
| 106 |
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"oracle_miou_fail": 80.9114396572113,
|
| 107 |
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"selected_miou_fail": 21.422217786312103,
|
| 108 |
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"delta_fail": 1.5435382723808289,
|
| 109 |
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"gap_closed": 2.5290323897481133,
|
| 110 |
+
"auc_fail": 0.8122211934879997,
|
| 111 |
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"gate_acc": 89.62626457214355,
|
| 112 |
+
"gate_prec": 48.175182481751825,
|
| 113 |
+
"gate_rec": 45.99303135888502,
|
| 114 |
+
"gate_tp": 264,
|
| 115 |
+
"gate_fp": 284,
|
| 116 |
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"gate_tn": 4868,
|
| 117 |
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"gate_fn": 310,
|
| 118 |
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"decision_acc": 90.15018939971924,
|
| 119 |
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"decision_prec": 64.70588235294117,
|
| 120 |
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"decision_rec": 3.8327526132404177,
|
| 121 |
+
"decision_fp_rate": 0.2329192546583851,
|
| 122 |
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"decision_tp": 22,
|
| 123 |
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"decision_fp": 12,
|
| 124 |
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"decision_tn": 5140,
|
| 125 |
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"decision_fn": 552,
|
| 126 |
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"oracle_acc_on_reranked_failures": 54.54545617103577,
|
| 127 |
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"true_gain_on_reranked_failures": 40.27233123779297,
|
| 128 |
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"n_false_positive_reranks": 12,
|
| 129 |
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"fp_rerank_harm": -70.25737762451172,
|
| 130 |
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"oracle_accuracy_overall": 89.97554779052734
|
| 131 |
+
},
|
| 132 |
+
"testB_refcoco_unc": {
|
| 133 |
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"tau": 0.9,
|
| 134 |
+
"margin_pred": 0.0,
|
| 135 |
+
"margin_gap": 0.0,
|
| 136 |
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"gate_temperature": 0.5,
|
| 137 |
+
"n_samples": 5095,
|
| 138 |
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"n_failures": 590,
|
| 139 |
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"failure_rate": 11.579980372914623,
|
| 140 |
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"rerank_count": 39,
|
| 141 |
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"rerank_rate": 0.7654563297350344,
|
| 142 |
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"q0_miou": 84.56805944442749,
|
| 143 |
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"oracle_miou": 89.69974517822266,
|
| 144 |
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"selected_miou": 84.47709083557129,
|
| 145 |
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"delta_full": -0.09096860885620117,
|
| 146 |
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"q0_miou_fail": 32.04871118068695,
|
| 147 |
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"oracle_miou_fail": 76.36381387710571,
|
| 148 |
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"selected_miou_fail": 32.97693431377411,
|
| 149 |
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"delta_fail": 0.9282231330871582,
|
| 150 |
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"gap_closed": 2.094597725398413,
|
| 151 |
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"auc_fail": 0.8125561052690984,
|
| 152 |
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"gate_acc": 87.4779224395752,
|
| 153 |
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"gate_prec": 46.49122807017544,
|
| 154 |
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"gate_rec": 53.898305084745765,
|
| 155 |
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"gate_tp": 318,
|
| 156 |
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"gate_fp": 366,
|
| 157 |
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"gate_tn": 4139,
|
| 158 |
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"gate_fn": 272,
|
| 159 |
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"decision_acc": 88.635915517807,
|
| 160 |
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"decision_prec": 64.1025641025641,
|
| 161 |
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"decision_rec": 4.23728813559322,
|
| 162 |
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"decision_fp_rate": 0.31076581576026635,
|
| 163 |
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"decision_tp": 25,
|
| 164 |
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"decision_fp": 14,
|
| 165 |
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"decision_tn": 4491,
|
| 166 |
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"decision_fn": 565,
|
| 167 |
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"oracle_acc_on_reranked_failures": 31.999999284744263,
|
| 168 |
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"true_gain_on_reranked_failures": 21.906165778636932,
|
| 169 |
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"n_false_positive_reranks": 14,
|
| 170 |
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"fp_rerank_harm": -72.22229838371277,
|
| 171 |
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"oracle_accuracy_overall": 88.42002153396606
|
| 172 |
+
},
|
| 173 |
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"testB_refcocoplus_unc": {
|
| 174 |
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"tau": 0.9,
|
| 175 |
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"margin_pred": 0.0,
|
| 176 |
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"margin_gap": 0.0,
|
| 177 |
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"gate_temperature": 0.5,
|
| 178 |
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"n_samples": 4889,
|
| 179 |
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"n_failures": 867,
|
| 180 |
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"failure_rate": 17.73368787073021,
|
| 181 |
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"rerank_count": 67,
|
| 182 |
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"rerank_rate": 1.3704233994681938,
|
| 183 |
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"q0_miou": 78.63370776176453,
|
| 184 |
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"oracle_miou": 89.7470235824585,
|
| 185 |
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"selected_miou": 78.84461283683777,
|
| 186 |
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"delta_full": 0.2109050750732422,
|
| 187 |
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"q0_miou_fail": 17.938430607318878,
|
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