eval/CrossEncoderClassificationEvaluator_test_results.csv

epoch,steps,Accuracy,Accuracy_Threshold,F1,F1_Threshold,Precision,Recall,Average_Precision
0.18181818181818182,1000,0.8328791860821335,0.41721106,0.8161762126898391,0.38914314,0.7712448627866897,0.8666666666666667,0.8765087880104991
0.18181818181818182,1000,0.8376033923993486,0.4922545,0.8215679442508711,0.40871328,0.7718166939443535,0.8781750465549348,0.8833973686404598
0.18181818181818182,1000,0.8374099095467664,0.63421905,0.8212372138334146,0.5444435,0.7705164196644252,0.8791061452513966,0.881595032166733
0.18181818181818182,1000,0.8351848567420712,0.3836869,0.8210892915639385,0.29337615,0.7644056370582004,0.886852886405959,0.8804529821236652
0.36363636363636365,2000,0.8373454152625723,0.63031226,0.8193806333952934,0.53476703,0.7742245493107105,0.8701303538175047,0.8912573669554038
0.36363636363636365,2000,0.8457296722078006,0.37793016,0.8288357345690841,0.3107763,0.7786324506562796,0.8859590316573557,0.894801434858693
0.36363636363636365,2000,0.8517598877799455,0.47324955,0.8332857652515162,0.41078466,0.7996234166381376,0.8699068901303538,0.9044088173582802
0.36363636363636365,2000,0.8263330162364361,0.69588447,0.8070721555734323,0.6290389,0.760747725174733,0.8594040968342644,0.8767735356810277
0.5454545454545454,3000,0.8508408442301801,0.5817487,0.8332830764318782,0.4765731,0.7955091949740916,0.8748230912476722,0.9093624274340585
0.5454545454545454,3000,0.8451653472211025,0.32383347,0.8279332905263523,0.26974493,0.7751600428947454,0.8884171322160149,0.8934901925104003
0.5454545454545454,3000,0.8571290369391013,0.715055,0.8402596247888325,0.64032876,0.8040156542453633,0.879925512104283,0.9124652086663505
0.5454545454545454,3000,0.8523564599087405,0.34278315,0.8356425756522049,0.31073314,0.80163536214034,0.8726629422718808,0.9070653379125306
0.7272727272727273,4000,0.8585479111913706,0.59696186,0.8418262563850515,0.4710782,0.796141970184933,0.893072625698324,0.9142556469975517
0.7272727272727273,4000,0.8572257783653924,0.49541563,0.838679914833215,0.42877448,0.8008810572687225,0.8802234636871509,0.9153937127967168
0.7272727272727273,4000,0.8479063542993502,0.6213415,0.8301014054438712,0.5719052,0.7946185286103542,0.8689013035381751,0.9094697480402675
0.7272727272727273,4000,0.8542106705793199,0.21441522,0.8356584475209615,0.12676786,0.7973142103304807,0.877877094972067,0.9107746691508248
0.9090909090909091,5000,0.8613695361248609,0.5243446,0.845213849287169,0.4589426,0.8122167284713638,0.8810055865921788,0.9172672925390251
0.9090909090909091,5000,0.8574998790732171,0.7139393,0.8407806521815439,0.6010349,0.7950411577270313,0.8921042830540037,0.9162350970542863
0.9090909090909091,5000,0.8645781267635155,0.5915986,0.8478000035815977,0.5671136,0.8164947742402815,0.8816014897579143,0.9209014754394589
0.9090909090909091,5000,0.8569516776575676,0.56495297,0.8399906981736222,0.5437889,0.8081437373076791,0.8744506517690875,0.9140701918345125
1.0909090909090908,6000,0.8610309411328421,0.52195257,0.8436065980404316,0.44725963,0.8045351627183941,0.8866666666666667,0.9202347152536472
1.0909090909090908,6000,0.8657551474500572,0.4611422,0.8486416097326032,0.34960124,0.814372282515663,0.8859217877094973,0.9224140714534479
1.0909090909090908,6000,0.8659808774447365,0.34685332,0.8483187330932803,0.26005203,0.8172655414034724,0.8818249534450652,0.9239307136423548
1.0909090909090908,6000,0.8648361039002919,0.46121934,0.8490982636496919,0.3894766,0.8075462822968115,0.8951582867783985,0.9246457572210174
1.2727272727272727,7000,0.8617565018300253,0.49701977,0.845778136968973,0.38735324,0.8005188239989357,0.8964618249534451,0.9209550700056116
1.2727272727272727,7000,0.8678834588284613,0.6056756,0.8512572706935122,0.56050533,0.8193626184323859,0.8857355679702048,0.9274685062123964
1.2727272727272727,7000,0.8648683510423889,0.57188976,0.8474697204830453,0.3993464,0.8132210468659067,0.884729981378026,0.9236385630819198
1.2727272727272727,7000,0.8669644152786959,0.6048359,0.8509831962817304,0.44712216,0.8182193193537298,0.8864804469273743,0.9227929769118263
1.4545454545454546,8000,0.8686090195256445,0.5664142,0.8529620684756357,0.49233705,0.8151517208607698,0.8944506517690876,0.9266518669262259
1.4545454545454546,8000,0.8681736831073346,0.47315335,0.8517674092957292,0.3939,0.8222021973451634,0.883538175046555,0.9254409602870063
1.4545454545454546,8000,0.8680930652520921,0.4490146,0.8522068817511982,0.34560946,0.8197206357943989,0.8873743016759776,0.9265285977092675
1.4545454545454546,8000,0.8670611567049871,0.60406476,0.8514046151641107,0.57750577,0.8203065663191328,0.8849534450651769,0.9261765832522821
1.6363636363636362,9000,0.8498089356830751,0.5879949,0.83170561562609,0.4416644,0.7820596917021975,0.8880819366852887,0.9104966233407575
1.6363636363636362,9000,0.8675448638364425,0.7022629,0.850983934675948,0.6101478,0.8113621778633431,0.8946741154562383,0.9260468511441591
1.6363636363636362,9000,0.8690766030860515,0.43993098,0.8535720680393912,0.3959081,0.8219310344827586,0.8877467411545624,0.9260195203341426
1.6363636363636362,9000,0.8708018251882427,0.4534464,0.8544538658731154,0.39403415,0.8236961255314001,0.8875977653631285,0.9265887245492622
1.8181818181818183,10000,0.8749133358056143,0.5481511,0.8588983353575765,0.4497423,0.8251767451437985,0.8954934823091247,0.9324216883749573
1.8181818181818183,10000,0.8693184566517792,0.52838796,0.8526105199794628,0.41864955,0.8125738197280059,0.8967970204841713,0.9275473754509846
1.8181818181818183,10000,0.87159188016962,0.46429127,0.855096518130976,0.39509025,0.8292162351294612,0.8826443202979516,0.930142212624658
1.8181818181818183,10000,0.8709953080408249,0.6522261,0.8547889509067889,0.58021647,0.8200294248468881,0.8926256983240224,0.9266760207222747
2.0,11000,0.8728172715693072,0.56234443,0.8560391730141459,0.5079924,0.8342523860021209,0.8789944134078213,0.9310527300837417
2.0,11000,0.8714306444591348,0.5353638,0.8558601721231479,0.45270175,0.8173529910184715,0.8981750465549349,0.9297447416925303
2.0,11000,0.8690766030860515,0.4586063,0.8517782670174874,0.37534112,0.8199455529136084,0.8861824953445065,0.9285920401668473
2.0,11000,0.8760097386369133,0.41922605,0.8612017593643586,0.34103107,0.8220694792442609,0.9042458100558659,0.9332300775331104
2.1818181818181817,12000,0.8721078344431725,0.4964825,0.8555806067922384,0.39808488,0.8174293564910614,0.8974674115456238,0.9272986237055546
2.1818181818181817,12000,0.873558955837539,0.2971717,0.8579169283215214,0.2456438,0.8276960360048468,0.8904283054003724,0.9318615014384108
2.1818181818181817,12000,0.8708824430434853,0.540041,0.855187487682964,0.43618137,0.8239375841474782,0.8889013035381751,0.9290925324879088
2.1818181818181817,12000,0.8743812579610132,0.5224187,0.858438250754141,0.47187614,0.833432710182035,0.8849906890130353,0.9321366312046548
2.3636363636363638,13000,0.8721723287273665,0.5348303,0.8548971534675777,0.40640938,0.8284476433388072,0.8830912476722532,0.9298686330273768
2.3636363636363638,13000,0.8746714822398864,0.48068637,0.8586095420796477,0.37389615,0.82073485465906,0.9001489757914339,0.9319202812749506
2.3636363636363638,13000,0.8737363151190726,0.40543756,0.8578638706237782,0.33053872,0.8203942895989123,0.8989199255121043,0.9323046023864696
2.3636363636363638,13000,0.8735105851243934,0.5308051,0.8581464953312902,0.42395103,0.8270632535323177,0.8916573556797021,0.9316436624540473
2.5454545454545454,14000,0.8728817658535012,0.6273103,0.857286866359447,0.59347564,0.8296285973102919,0.886852886405959,0.9321451975267074
2.5454545454545454,14000,0.8688992438045178,0.5189685,0.8533557226817198,0.47586387,0.8199732225617082,0.8895716945996276,0.928221626431033
2.5454545454545454,14000,0.8722368230115606,0.59820175,0.855715871254162,0.49811924,0.8238315179925548,0.8901675977653631,0.9289176922939552
2.5454545454545454,14000,0.8725270472904338,0.7048384,0.855431654676259,0.6219673,0.8271652173913043,0.8856983240223464,0.9309143753822731
2.7272727272727275,15000,0.8760419857790104,0.43188003,0.8608656849620706,0.37810242,0.8265638389031705,0.8981378026070763,0.9359357108711781
2.7272727272727275,15000,0.876251592202641,0.50147223,0.8603011855174623,0.42696863,0.8239566284779051,0.9,0.9338126748353974
2.7272727272727275,15000,0.8737040679769755,0.5612029,0.8575240128068302,0.48347187,0.8207354443309499,0.8977653631284916,0.931201550671912
2.7272727272727275,15000,0.8754292900791667,0.52539575,0.8588821250691755,0.4235078,0.8247677169403779,0.8959404096834265,0.9320387319779925
2.909090909090909,16000,0.877154512181358,0.5696136,0.8611516164597929,0.45207316,0.8240198747617751,0.9017877094972067,0.9349394632304155
2.909090909090909,16000,0.8787023750020154,0.4952276,0.8633770678836281,0.36353916,0.8280106681255557,0.9018994413407821,0.9370549812927041
2.909090909090909,16000,0.876686928620951,0.5452337,0.8621554776605398,0.48221922,0.8254233245886,0.9023091247672254,0.9342959770780619
2.909090909090909,16000,0.8782025442995115,0.45421427,0.8624816367480024,0.3687827,0.830951394642364,0.8964990689013035,0.9356568710896292
3.090909090909091,17000,0.8782025442995115,0.5511607,0.8622747972494875,0.49938858,0.8406622563413167,0.8850279329608939,0.9346576909183957
3.090909090909091,17000,0.8775414778865223,0.63894653,0.8615412026726058,0.4889891,0.8258582408198121,0.9004469273743017,0.9342048688403715
3.090909090909091,17000,0.8717531158801052,0.7150521,0.8562270736137326,0.6153903,0.8203220963559438,0.8954189944134078,0.9291636397442049
3.090909090909091,17000,0.8789281049966947,0.53719825,0.8640455101893857,0.45366853,0.8362255209422259,0.893780260707635,0.9372661014965123
3.2727272727272725,18000,0.8724303058641428,0.5983099,0.8567595240617166,0.4715519,0.8144046180695396,0.9037616387337057,0.9305413552283769
3.2727272727272725,18000,0.875784008642234,0.5560627,0.859949268713908,0.49131262,0.8317152103559871,0.8901675977653631,0.9336564342667192
3.2727272727272725,18000,0.8779929378758807,0.54244924,0.8617380582211976,0.4207169,0.8283005256106359,0.8979888268156424,0.936615077443811
3.2727272727272725,18000,0.8753647957949726,0.51185536,0.8586627500850782,0.3893125,0.8270936130568304,0.8927374301675978,0.9336938611097347
3.4545454545454546,19000,0.8704793537672724,0.7444537,0.8528631499160816,0.67605066,0.8273169706943034,0.8800372439478584,0.9304783665853302
3.4545454545454546,19000,0.8791054642782283,0.59924275,0.8635648541617692,0.5447159,0.8392675125654634,0.8893109869646183,0.9353270835648888
3.4545454545454546,19000,0.8768481643314361,0.46937895,0.8604592114331314,0.38024074,0.8385888009049773,0.8835009310986964,0.9340897157650575
3.4545454545454546,19000,0.8801373728253333,0.41220677,0.8639820380966178,0.34357494,0.8407216858129537,0.8885661080074488,0.9380665968311918
3.6363636363636362,20000,0.8721400815852695,0.523466,0.8556044688426258,0.33569485,0.808565651208274,0.9084543761638734,0.9342985059307519
3.6363636363636362,20000,0.8808951806646136,0.45821726,0.8652599443297118,0.3752789,0.8354777180509797,0.897243947858473,0.9375499402053972
3.6363636363636362,20000,0.8805404621015462,0.4134214,0.8644834251121404,0.3815295,0.8468490997427837,0.8828677839851025,0.938311036468887
3.6363636363636362,20000,0.8736718208348785,0.5587481,0.8568095448519664,0.42587107,0.8153742640874685,0.90268156424581,0.9316410908302541
3.8181818181818183,21000,0.8807984392383225,0.6031352,0.8655350821457748,0.5526143,0.8443067115282451,0.8878584729981378,0.9388276296018584
3.8181818181818183,21000,0.8842327598716564,0.5317629,0.869172768795766,0.5021383,0.8465856931007697,0.8929981378026071,0.9396234525797094
3.8181818181818183,21000,0.8804275971042066,0.5711305,0.86440193098516,0.4432109,0.8312585969738652,0.9002979515828677,0.9373863682771512
3.8181818181818183,21000,0.8753970429370697,0.34054816,0.8604128633618874,0.26726222,0.8137326515704895,0.9127746741154562,0.9305010975079745
4.0,22000,0.8665129552893375,0.5926366,0.8490277085262483,0.48704183,0.81345117040879,0.8878584729981378,0.9235620846417247
4.0,22000,0.8803147321068671,0.47057337,0.8649245358138188,0.42889884,0.8412067023373697,0.8900186219739292,0.9373256634972134
4.0,22000,0.8817658535012335,0.5734595,0.8660533178788757,0.5202697,0.8429105266868786,0.8905027932960894,0.9400146810022125
4.0,22000,0.8816691120749424,0.4450268,0.8659220920730046,0.3662577,0.8449760765550239,0.8879329608938548,0.9399437102772024
4.181818181818182,23000,0.8794601828412957,0.56227654,0.8630312201624962,0.4311729,0.8357932935552531,0.8921042830540037,0.9363648377289304
4.181818181818182,23000,0.8769287821866787,0.4807701,0.8612992583325886,0.37324166,0.8279333447861192,0.8974674115456238,0.9344053806156769
4.181818181818182,23000,0.8825720320536592,0.46477446,0.8670038785322347,0.33957863,0.8334994329702051,0.9033147113594041,0.9396513243203005
4.181818181818182,23000,0.8817013592170394,0.5323758,0.8660214322772242,0.41745323,0.8332702172341377,0.9014525139664804,0.9397223938092455
4.363636363636363,24000,0.879250576417665,0.51009834,0.8615135988834407,0.4626719,0.8497627069521428,0.8735940409683426,0.9334376230551565
4.363636363636363,24000,0.8810564163750988,0.52447534,0.866049283585818,0.40449774,0.8312951735004966,0.9038361266294227,0.937971615428563
4.363636363636363,24000,0.8806372035278374,0.58947027,0.8643982808022923,0.5078565,0.8324939634356675,0.8988454376163874,0.9372068203987303
4.363636363636363,24000,0.8839425355927831,0.6111665,0.8686788360744623,0.5121531,0.8438202247191011,0.8950465549348231,0.941883180265908
4.545454545454545,25000,0.8852324212766643,0.4076923,0.8696949542521255,0.31322265,0.8405197873597164,0.9009683426443204,0.9407721410225479
4.545454545454545,25000,0.8791377114203254,0.64021504,0.8644819690898684,0.5184129,0.8316927101259723,0.8999627560521415,0.9357178232596151
4.545454545454545,25000,0.8808951806646136,0.5569201,0.8646956770581817,0.4628986,0.8318020715047658,0.9002979515828677,0.9377682314533594
4.545454545454545,25000,0.8818948420696215,0.613412,0.8667569275205343,0.5447086,0.8410229462252584,0.8941154562383613,0.9393982068735584
4.7272727272727275,26000,0.8799600135437997,0.58681285,0.8630283671210004,0.52109396,0.8416581117915678,0.885512104283054,0.9377041947469572
4.7272727272727275,26000,0.8819593363538156,0.56157696,0.8658350533967514,0.43908086,0.8356140654772215,0.8983240223463688,0.939478296491166
4.7272727272727275,26000,0.8839425355927831,0.4787232,0.8684521967117601,0.41653055,0.8495351405264845,0.8882309124767225,0.9424809917510254
4.7272727272727275,26000,0.8845068605794811,0.53584313,0.8703076590532458,0.5019916,0.8427405288495081,0.8997392923649907,0.9401456927328465
4.909090909090909,27000,0.8804759678173522,0.51207626,0.8658041060735673,0.41675535,0.8301209760098421,0.9046927374301676,0.9393206112361258
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