File size: 4,317 Bytes
d3effd7 | 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60 61 62 63 64 65 66 67 68 69 70 71 72 73 74 75 76 77 78 79 80 81 82 83 84 85 86 87 88 89 90 91 92 93 94 95 96 97 98 99 100 101 102 103 104 105 106 107 108 109 110 111 112 113 114 115 116 117 118 119 120 121 122 123 124 125 126 127 128 129 130 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 | {
"gene_disjoint": {
"B_feature_only": {
"macro_f1": 0.25242204254846157,
"macro_f1_ci_low": 0.2124754714954023,
"macro_f1_ci_high": 0.25827643533423783
},
"B_kNN": {
"macro_f1": 0.10921071756332501,
"macro_f1_ci_low": 0.08606537231006016,
"macro_f1_ci_high": 0.11629721136709957
},
"C_resnet4ch_frozen": {
"classification": {
"macro_f1": 0.013411595189999993,
"macro_f1_ci_low": 0.010226398583526962,
"macro_f1_ci_high": 0.016029919187208353,
"top1_accuracy": 0.018084564442180335,
"n_test": 3926,
"n_classes": 222
},
"retrieval": {
"recall_at_1": 0.1477330616403464,
"recall_at_5": 0.15112922397690606,
"mAP": 0.1381120004371473,
"MRR": 0.248331340238335,
"n_queries": 3926
},
"method": "C_resnet4ch_frozen"
},
"C_subcell_frozen": {
"classification": {
"macro_f1": 0.03822770133453149,
"macro_f1_ci_low": 0.03253241162567347,
"macro_f1_ci_high": 0.04264887006153965,
"top1_accuracy": 0.04279164544065207,
"n_test": 3926,
"n_classes": 222
},
"retrieval": {
"recall_at_1": 0.23815588385124808,
"recall_at_5": 0.22677874002377313,
"mAP": 0.20714648088244825,
"MRR": 0.34497375635880884,
"n_queries": 3926
},
"method": "C_subcell_frozen"
}
},
"guide_disjoint": {
"B_feature_only": {
"macro_f1": 0.5892471762763548,
"macro_f1_ci_low": 0.556574315793412,
"macro_f1_ci_high": 0.5982186614997229
},
"B_kNN": {
"macro_f1": 0.3120724870872334,
"macro_f1_ci_low": 0.2808394356168839,
"macro_f1_ci_high": 0.3222224586035277
},
"C_resnet4ch_frozen": {
"classification": {
"macro_f1": 0.24891664134176297,
"macro_f1_ci_low": 0.23567328233501333,
"macro_f1_ci_high": 0.25604453156859863,
"top1_accuracy": 0.3003307151715585,
"n_test": 9676,
"n_classes": 222
},
"retrieval": {
"recall_at_1": 0.0860892930963208,
"recall_at_5": 0.09211795507785586,
"mAP": 0.0836070620939029,
"MRR": 0.1626095329272371,
"n_queries": 9676
},
"method": "C_resnet4ch_frozen"
},
"C_subcell_frozen": {
"classification": {
"macro_f1": 0.34816741483185,
"macro_f1_ci_low": 0.33346720074361375,
"macro_f1_ci_high": 0.3549080428202938,
"top1_accuracy": 0.3777387350144688,
"n_test": 9676,
"n_classes": 222
},
"retrieval": {
"recall_at_1": 0.17093840429929724,
"recall_at_5": 0.1545059942124845,
"mAP": 0.1418481978645219,
"MRR": 0.25422277460093234,
"n_queries": 9676
},
"method": "C_subcell_frozen"
}
},
"random": {
"B_feature_only": {
"macro_f1": 0.5961053366939504,
"macro_f1_ci_low": 0.5726504244919917,
"macro_f1_ci_high": 0.6020981169615631
},
"B_kNN": {
"macro_f1": 0.31798464598999393,
"macro_f1_ci_low": 0.29339280129584533,
"macro_f1_ci_high": 0.3258282487026198
},
"C_resnet4ch_frozen": {
"classification": {
"macro_f1": 0.2699900505145383,
"macro_f1_ci_low": 0.25962096825511094,
"macro_f1_ci_high": 0.27651455715107476,
"top1_accuracy": 0.31494422792635396,
"n_test": 14882,
"n_classes": 222
},
"retrieval": {
"recall_at_1": 0.07398199166778659,
"recall_at_5": 0.07640102136809569,
"mAP": 0.06924850419931984,
"MRR": 0.13881423060162634,
"n_queries": 14882
},
"method": "C_resnet4ch_frozen"
},
"C_subcell_frozen": {
"classification": {
"macro_f1": 0.36313709680799383,
"macro_f1_ci_low": 0.3526050507933958,
"macro_f1_ci_high": 0.37009998767960084,
"top1_accuracy": 0.38731353312726785,
"n_test": 14882,
"n_classes": 222
},
"retrieval": {
"recall_at_1": 0.14702324956323076,
"recall_at_5": 0.1319043139362989,
"mAP": 0.12178928313908241,
"MRR": 0.2194706118759241,
"n_queries": 14882
},
"method": "C_subcell_frozen"
}
}
} |