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
0,250,0.9971255486184089,0.7860784530639648,0.47115384615384615,0.5051546391752577,0.44144144144144143,0.6751430034637451,0.42224987872785896,0.9971255486184089,14.197881698608398,0.4716981132075471,0.49504950495049505,0.45045045045045046,17.451753616333008,0.4103248192058105,0.9971255486184089,0.6540963649749756,0.47115384615384615,0.5051546391752577,0.44144144144144143,0.806047797203064,0.42224987872785896,0.9971255486184089,0.7860783934593201,0.47115384615384615,0.5051546391752577,0.44144144144144143,0.6751430034637451,0.42997188644986667
0,500,0.9971873647771528,0.7727430462837219,0.5077720207253886,0.5975609756097561,0.44144144144144143,0.6742345690727234,0.46843184368529395,0.9971564566977807,14.54420280456543,0.502673796791444,0.618421052631579,0.42342342342342343,16.89820671081543,0.46304702067355674,0.9971873647771528,0.6741615533828735,0.5077720207253886,0.5975609756097561,0.44144144144144143,0.8071737289428711,0.46843184368529395,0.9971873647771528,0.7727429866790771,0.5077720207253886,0.5975609756097561,0.44144144144144143,0.6742346286773682,0.4650212902747405
0,-1,0.9973109970946406,0.7720497846603394,0.4927536231884059,0.53125,0.4594594594594595,0.6796356439590454,0.47324615287139826,0.9973109970946406,14.612258911132812,0.49197860962566836,0.6052631578947368,0.4144144144144144,16.49704933166504,0.4683868113938224,0.9973109970946406,0.6751812696456909,0.4927536231884059,0.53125,0.4594594594594595,0.8004552125930786,0.4732461528713983,0.9973109970946406,0.7720497846603394,0.4927536231884059,0.53125,0.4594594594594595,0.679635763168335,0.48096816059340597
1,250,0.9975582617296161,0.7318648099899292,0.5325443786982249,0.7758620689655172,0.40540540540540543,0.7318648099899292,0.5093372329211693,0.9974346294121283,15.47210693359375,0.5204081632653061,0.6,0.4594594594594595,17.269819259643555,0.503391952080188,0.9975582617296161,0.7323043942451477,0.5325443786982249,0.7758620689655172,0.40540540540540543,0.7323043942451477,0.5093372329211694,0.9975582617296161,0.7318648099899292,0.5325443786982249,0.7758620689655172,0.40540540540540543,0.7318648099899292,0.5097662333501698
1,500,0.9974964455708722,0.7629842758178711,0.5384615384615384,0.6901408450704225,0.44144144144144143,0.7261955738067627,0.5128704073299246,0.9974964455708722,14.797735214233398,0.5363128491620112,0.7058823529411765,0.43243243243243246,15.855657577514648,0.5102833557355283,0.9974964455708722,0.6884797811508179,0.5384615384615384,0.6901408450704225,0.44144144144144143,0.7399995923042297,0.5128704073299246,0.9974964455708722,0.7629842758178711,0.5384615384615384,0.6901408450704225,0.44144144144144143,0.7261955738067627,0.512398506858024
1,-1,0.9974655374915002,0.7498965263366699,0.5414364640883977,0.7,0.44144144144144143,0.7086991667747498,0.5097892190044456,0.9974655374915002,14.969259262084961,0.542713567839196,0.6136363636363636,0.4864864864864865,17.64130973815918,0.5065909871354535,0.9974655374915002,0.7072519063949585,0.5414364640883977,0.7,0.44144144144144143,0.7632806301116943,0.5097892190044457,0.9974655374915002,0.7498965263366699,0.5414364640883977,0.7,0.44144144144144143,0.7086991667747498,0.5175112267264533
2,250,0.997589169808988,0.7229688167572021,0.5617977528089888,0.746268656716418,0.45045045045045046,0.7229688167572021,0.517788880933702,0.997589169808988,16.01903533935547,0.5568181818181819,0.7538461538461538,0.44144144144144143,16.01903533935547,0.5156980805030804,0.997589169808988,0.7443519830703735,0.5617977528089888,0.746268656716418,0.45045045045045046,0.7443519830703735,0.517788880933702,0.997589169808988,0.7229687571525574,0.5617977528089888,0.746268656716418,0.45045045045045046,0.7229687571525574,0.5129626261074471
2,500,0.99762007788836,0.7199109196662903,0.56,0.765625,0.44144144144144143,0.7199109196662903,0.5123524806692401,0.997589169808988,16.367429733276367,0.5617977528089888,0.746268656716418,0.45045045045045046,16.517536163330078,0.5099140594602563,0.99762007788836,0.748445451259613,0.56,0.765625,0.44144144144144143,0.748445451259613,0.5123524806692401,0.99762007788836,0.7199110388755798,0.56,0.765625,0.44144144144144143,0.7199110388755798,0.5157844841012436
2,-1,0.99762007788836,0.7229962348937988,0.5617977528089888,0.746268656716418,0.45045045045045046,0.7168759703636169,0.5126609396662768,0.997589169808988,16.32653045654297,0.5568181818181819,0.7538461538461538,0.44144144144144143,16.32653045654297,0.5103884237996142,0.99762007788836,0.744316577911377,0.5617977528089888,0.746268656716418,0.45045045045045046,0.7524944543838501,0.5126609396662768,0.99762007788836,0.7229962348937988,0.5617977528089888,0.746268656716418,0.45045045045045046,0.7168759703636169,0.5130899400952773