microsoft-mpnet-mapper-aug / eval /binary_classification_evaluation_results.csv
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epoch,steps,cossim_accuracy,cossim_accuracy_threshold,cossim_f1,cossim_precision,cossim_recall,cossim_f1_threshold,cossim_ap,manhattan_accuracy,manhattan_accuracy_threshold,manhattan_f1,manhattan_precision,manhattan_recall,manhattan_f1_threshold,manhattan_ap,euclidean_accuracy,euclidean_accuracy_threshold,euclidean_f1,euclidean_precision,euclidean_recall,euclidean_f1_threshold,euclidean_ap,dot_accuracy,dot_accuracy_threshold,dot_f1,dot_precision,dot_recall,dot_f1_threshold,dot_ap
0,250,0.997094640539037,0.7775063514709473,0.4290909090909091,0.3597560975609756,0.5315315315315315,0.5997836589813232,0.4015929798612823,0.9971873647771528,14.814654350280762,0.42990654205607476,0.44660194174757284,0.4144144144144144,18.121349334716797,0.39469511161848114,0.997094640539037,0.6670409440994263,0.4290909090909091,0.3597560975609756,0.5315315315315315,0.8946690559387207,0.4015929798612823,0.997094640539037,0.7775063514709473,0.4290909090909091,0.3597560975609756,0.5315315315315315,0.5997836589813232,0.40052047878878116
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0,1250,0.9974037213327563,0.7330388426780701,0.5472636815920398,0.6111111111111112,0.4954954954954955,0.694030225276947,0.48703844489790515,0.9974346294121283,15.799694061279297,0.5425531914893618,0.6623376623376623,0.4594594594594595,16.519229888916016,0.48615138963181054,0.9974037213327563,0.7306920289993286,0.5472636815920398,0.6111111111111112,0.4954954954954955,0.7822656631469727,0.4870384448979051,0.9974037213327563,0.7330388426780701,0.5472636815920398,0.6111111111111112,0.4954954954954955,0.6940302848815918,0.49476045261991286
0,1500,0.9974346294121283,0.7500821948051453,0.5596330275229359,0.5700934579439252,0.5495495495495496,0.6585733890533447,0.5231257383043372,0.9974655374915002,15.052704811096191,0.5636363636363636,0.5688073394495413,0.5585585585585585,17.916898727416992,0.5243987833775768,0.9974346294121283,0.7069872617721558,0.5596330275229359,0.5700934579439252,0.5495495495495496,0.8263493776321411,0.5231257383043373,0.9974346294121283,0.7500821948051453,0.5596330275229359,0.5700934579439252,0.5495495495495496,0.6585733294487,0.522053237231836
0,-1,0.9974964455708722,0.7362957000732422,0.5656565656565656,0.6436781609195402,0.5045045045045045,0.7011962532997131,0.5246028816802968,0.9974655374915002,14.561671257019043,0.5688073394495412,0.5794392523364486,0.5585585585585585,17.39862823486328,0.527904021164643,0.9974964455708722,0.7262285947799683,0.5656565656565656,0.6436781609195402,0.5045045045045045,0.7730506658554077,0.5246028816802968,0.9974964455708722,0.7362956404685974,0.5656565656565656,0.6436781609195402,0.5045045045045045,0.7011963129043579,0.5235303806077958
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1,1000,0.9975273536502441,0.7243247032165527,0.5607476635514018,0.5825242718446602,0.5405405405405406,0.6744934320449829,0.5309383366409427,0.9975273536502441,15.974703788757324,0.5596330275229359,0.5700934579439252,0.5495495495495496,17.679428100585938,0.5301300700219603,0.9975273536502441,0.7425298690795898,0.5607476635514018,0.5825242718446602,0.5405405405405406,0.8068538308143616,0.5309383366409426,0.9975273536502441,0.7243247032165527,0.5607476635514018,0.5825242718446602,0.5405405405405406,0.6744934320449829,0.5306809363835424
1,1250,0.99762007788836,0.7127195596694946,0.5759162303664921,0.6875,0.4954954954954955,0.6952959895133972,0.5315341138634572,0.99762007788836,16.535133361816406,0.5760869565217391,0.726027397260274,0.4774774774774775,16.757211685180664,0.5342964968834436,0.99762007788836,0.7579857110977173,0.5759162303664921,0.6875,0.4954954954954955,0.7806457281112671,0.5315341138634572,0.99762007788836,0.7127195000648499,0.5759162303664921,0.6875,0.4954954954954955,0.695296049118042,0.533464615793959
1,1500,0.9974964455708722,0.7703023552894592,0.5803108808290156,0.6829268292682927,0.5045045045045045,0.7004988193511963,0.5293702966413293,0.9974964455708722,16.719430923461914,0.5888324873096448,0.6744186046511628,0.5225225225225225,17.071949005126953,0.531370734009549,0.9974964455708722,0.6777868270874023,0.5803108808290156,0.6829268292682927,0.5045045045045045,0.7739505767822266,0.5293702966413293,0.9974964455708722,0.770302414894104,0.5803108808290156,0.6829268292682927,0.5045045045045045,0.7004988193511963,0.5345183017893343
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2,250,0.997681894047104,0.7062087655067444,0.5989304812834224,0.7368421052631579,0.5045045045045045,0.7062087655067444,0.5352920944901863,0.9977128021264758,16.72159194946289,0.6122448979591837,0.7058823529411765,0.5405405405405406,17.02515411376953,0.5372647651944455,0.997681894047104,0.7665382623672485,0.5989304812834224,0.7368421052631579,0.5045045045045045,0.7665382623672485,0.5352920944901864,0.997681894047104,0.7062088251113892,0.5989304812834224,0.7368421052631579,0.5045045045045045,0.7062088251113892,0.5372227474761445
2,500,0.997681894047104,0.7194023132324219,0.6041666666666666,0.7160493827160493,0.5225225225225225,0.6969935297966003,0.5378354767854148,0.9977128021264758,16.674388885498047,0.6063829787234042,0.7402597402597403,0.5135135135135135,16.674388885498047,0.5434424568138472,0.997681894047104,0.7491283416748047,0.6041666666666666,0.7160493827160493,0.5225225225225225,0.7784652709960938,0.5378354767854149,0.997681894047104,0.7194023132324219,0.6041666666666666,0.7160493827160493,0.5225225225225225,0.6969934701919556,0.5367629757129138
2,750,0.997681894047104,0.7215240001678467,0.5925925925925926,0.717948717948718,0.5045045045045045,0.7041295766830444,0.5389989304663247,0.9977128021264758,16.45661163330078,0.6051282051282051,0.7023809523809523,0.5315315315315315,17.144792556762695,0.5413865910302602,0.997681894047104,0.7462912201881409,0.5925925925925926,0.717948717948718,0.5045045045045045,0.7692457437515259,0.5389989304663249,0.997681894047104,0.7215239405632019,0.5925925925925926,0.717948717948718,0.5045045045045045,0.7041295766830444,0.5409294323968268
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2,1250,0.9977128021264758,0.707938551902771,0.6041666666666666,0.7160493827160493,0.5225225225225225,0.6963058710098267,0.5468800586528105,0.9977128021264758,16.721351623535156,0.6113989637305699,0.7195121951219512,0.5315315315315315,16.945556640625,0.5489303554702061,0.9977128021264758,0.7642788887023926,0.6041666666666666,0.7160493827160493,0.5225225225225225,0.7793498635292053,0.5468800586528105,0.9977128021264758,0.7079386711120605,0.6041666666666666,0.7160493827160493,0.5225225225225225,0.6963059306144714,0.542418454191206
2,1500,0.9977128021264758,0.7062461376190186,0.6041666666666666,0.7160493827160493,0.5225225225225225,0.6944886445999146,0.5483262325355656,0.9977437102058478,16.841472625732422,0.6145833333333334,0.7283950617283951,0.5315315315315315,16.965425491333008,0.5496214256679012,0.9977128021264758,0.7664884924888611,0.6041666666666666,0.7160493827160493,0.5225225225225225,0.7816791534423828,0.5483262325355656,0.9977128021264758,0.7062461376190186,0.6041666666666666,0.7160493827160493,0.5225225225225225,0.6944886445999146,0.5483262325355656
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