eval/CrossEncoderClassificationEvaluator_val_results.csv

epoch,steps,Accuracy,Accuracy_Threshold,F1,F1_Threshold,Precision,Recall,Average_Precision
0.18328445747800587,1000,0.780844735276621,0.5439426,0.7115356355620867,0.36395895,0.6687845303867404,0.7601255886970173,0.7831122726916699
0.18328445747800587,1000,0.7733491969066032,0.37693042,0.7026247476204212,0.20523526,0.6497732728727661,0.7648351648351648,0.7658893647211513
0.18328445747800587,1000,0.7906008328375966,0.4438138,0.7260989855517983,0.42253342,0.711231556760012,0.7416012558869701,0.8024080334566515
0.18328445747800587,1000,0.783343248066627,0.5704801,0.7121653084982538,0.33241585,0.6636832112828858,0.7682888540031397,0.7914783977724629
0.36656891495601174,2000,0.7903628792385485,0.46193248,0.7250290360046459,0.26185817,0.6743181204428842,0.7839874411302983,0.8041457972901818
0.36656891495601174,2000,0.8015466983938132,0.59477854,0.7344568757966293,0.319003,0.6689886480908153,0.8141287284144427,0.8221346041207451
0.36656891495601174,2000,0.7928613920285544,0.6442028,0.7259303902365527,0.53202665,0.697856315179606,0.7563579277864992,0.7970409193935979
0.36656891495601174,2000,0.796073765615705,0.14845923,0.7290715372907154,0.06604245,0.707533234859675,0.7519623233908949,0.8040885086442321
0.5498533724340176,3000,0.798691255205235,0.35656124,0.7337452191821123,0.16383234,0.6902850816495987,0.7830455259026687,0.819260843299485
0.5498533724340176,3000,0.8021415823914336,0.36527848,0.7281553398058253,0.15796855,0.6850262939385552,0.7770800627943485,0.8177845420559791
0.5498533724340176,3000,0.8014277215942891,0.503609,0.7357388830663273,0.4100542,0.7032054951345164,0.7714285714285715,0.8177341800752531
0.5498533724340176,3000,0.7961927424152291,0.3586741,0.7304793488091649,0.21399893,0.7025224702812409,0.7607535321821036,0.8151760791204234
0.7331378299120235,4000,0.7856038072575847,0.27458125,0.7166666666666668,0.13835692,0.6425902864259029,0.8100470957613815,0.79597505612534
0.7331378299120235,4000,0.7971445568114218,0.44224006,0.730471712422266,0.22045276,0.7065727699530516,0.756043956043956,0.8145850514270077
0.7331378299120235,4000,0.809042236763831,0.58171105,0.7441714911594431,0.4989703,0.7417342482844667,0.7466248037676609,0.8233254724944911
0.7331378299120235,4000,0.7896490184414039,0.5099708,0.7212877030162413,0.24174736,0.6701697655618432,0.7808477237048665,0.8053641267969307
0.9164222873900293,5000,0.8041641879833432,0.36130196,0.7345001483239394,0.2135276,0.6960922125386562,0.7773940345368917,0.8190253771355546
0.9164222873900293,5000,0.7886972040452112,0.54919255,0.7180729760547321,0.26798683,0.6575306708431219,0.7908948194662481,0.8042390585262176
0.9164222873900293,5000,0.7921475312314099,0.52350414,0.7185314685314685,0.3042298,0.6702908399021473,0.77425431711146,0.8057842414413517
0.9164222873900293,5000,0.7985722784057109,0.47461444,0.7260253087360877,0.3698879,0.7056905749851808,0.7475667189952904,0.808288745536294
1.099706744868035,6000,0.7802498512790006,0.5735885,0.7040883396871304,0.09296638,0.6056083220262325,0.8408163265306122,0.798562661501856
1.099706744868035,6000,0.7772754312908983,0.52334917,0.71164095371669,0.29074025,0.6430925221799747,0.7965463108320251,0.7741505004649385
1.099706744868035,6000,0.7896490184414039,0.48631078,0.718483690861005,0.26450825,0.6752278376139188,0.7676609105180534,0.8032013274338692
1.099706744868035,6000,0.7848899464604402,0.46968067,0.7080302805402999,0.26725954,0.6714527027027027,0.7488226059654631,0.7937486364408195
1.282991202346041,7000,0.7872694824509221,0.22409919,0.7155041120925981,0.14861897,0.6947648624667259,0.737519623233909,0.8031802914319295
1.282991202346041,7000,0.793575252825699,0.45183134,0.7260313771063335,0.3373605,0.67558799675588,0.7846153846153846,0.8111120699982477
1.282991202346041,7000,0.7894110648423558,0.60048,0.7172850158182341,0.4000972,0.6617139824887238,0.7830455259026687,0.7985543335303771
1.282991202346041,7000,0.7903628792385485,0.30700937,0.7257474069554606,0.17470564,0.705725304064076,0.746938775510204,0.8021259748334149
1.466275659824047,8000,0.790957763236169,0.5697588,0.7254370102471368,0.4363181,0.6974789915966386,0.7557299843014129,0.8073090710094682
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1.6495601173020527,9000,0.7837001784651992,0.34573933,0.7074891190154586,0.24973948,0.6776883266244969,0.7400313971742544,0.7858512765959502
1.6495601173020527,9000,0.7832242712671029,0.47835952,0.7049277072882856,0.2762313,0.6649039799610353,0.7500784929356358,0.7904986319600568
1.6495601173020527,9000,0.7865556216537775,0.44709238,0.7082956259426848,0.35385776,0.6815674891146589,0.7372056514913657,0.7915817952733177
1.6495601173020527,9000,0.7825104104699584,0.41117597,0.7079243135581165,0.18933281,0.6472424557752341,0.7811616954474098,0.793977697531237
1.8328445747800588,10000,0.7691850089232599,0.3591727,0.6969405954177528,0.102322236,0.6189083820662769,0.7974882260596546,0.7733744006827816
1.8328445747800588,10000,0.7822724568709102,0.3487196,0.7069821793748174,0.18336868,0.6610215788036056,0.7598116169544741,0.7843273676347405
1.8328445747800588,10000,0.7701368233194527,0.5517063,0.6879502754626359,0.28438693,0.6253210066769389,0.7645211930926217,0.7647772289006454
1.8328445747800588,10000,0.7796549672813802,0.3653525,0.6929359507092706,0.23606136,0.6373220875065894,0.7591836734693878,0.7895069068710553
2.0161290322580645,11000,0.7670434265318263,0.3349507,0.6889521810822964,0.22460298,0.6592082616179001,0.7215070643642072,0.7681070404145124
2.0161290322580645,11000,0.7840571088637716,0.49697632,0.7060402684563759,0.30633453,0.6724431818181819,0.743171114599686,0.7816258238044318
2.0161290322580645,11000,0.7625223081499107,0.37282073,0.6735661923242777,0.16189094,0.6211558854718982,0.7356357927786499,0.7652964314314463
2.0161290322580645,11000,0.7722784057108864,0.504449,0.6907245559627854,0.22764191,0.6267587618316705,0.7692307692307693,0.7807896835574344
2.19941348973607,12000,0.7612135633551458,0.44911644,0.6748853211009174,0.13518533,0.6209443418623055,0.7390894819466248,0.7577220961717608
2.19941348973607,12000,0.7697798929208804,0.527236,0.6910387873383862,0.20016417,0.656038374717833,0.7299843014128728,0.7750610051863632
2.19941348973607,12000,0.7591909577632362,0.65561736,0.6728998849252015,0.4585156,0.6209185027873639,0.7343799058084772,0.7360568180711141
2.19941348973607,12000,0.7713265913146936,0.58755255,0.6986098787341023,0.35546428,0.6603298853788091,0.7416012558869701,0.7739850984689002
2.3826979472140764,13000,0.7832242712671029,0.46544003,0.7053449063499314,0.32167584,0.6848018923713779,0.7271585557299843,0.7946486140946837
2.3826979472140764,13000,0.7737061273051755,0.4310872,0.6911349520045172,0.0775758,0.6278532957168504,0.7686028257456828,0.7768893669221381
2.3826979472140764,13000,0.7641879833432481,0.60523283,0.6728449543983523,0.20380819,0.6329919734292832,0.7180533751962324,0.7679716121191241
2.3826979472140764,13000,0.7803688280785247,0.43804014,0.6967113276492083,0.34678635,0.6763227904227017,0.7183673469387755,0.7778038684543411
2.565982404692082,14000,0.7658536585365854,0.35996494,0.680167799797483,0.11803079,0.6306330472103004,0.7381475667189953,0.7655452358260194
2.565982404692082,14000,0.762879238548483,0.5681352,0.6741473497711501,0.38957882,0.6362876254180602,0.7167974882260597,0.7644761439471423
2.565982404692082,14000,0.7773944080904224,0.3486926,0.7028235951915013,0.16316405,0.6334089191232048,0.7893249607535322,0.790870262321949
2.565982404692082,14000,0.7757287328970851,0.2516384,0.6933530280649927,0.13725135,0.6546722454672246,0.7368916797488226,0.782199669892778
2.7492668621700878,15000,0.7527662105889351,0.50185645,0.6846770789362601,0.3510034,0.6203467618561959,0.7638932496075354,0.7513835729978777
2.7492668621700878,15000,0.7815585960737657,0.3183571,0.7069793727041537,0.1527932,0.6426920113023376,0.7855572998430141,0.7952634753309116
2.7492668621700878,15000,0.7682331945270672,0.46790344,0.6897947383636889,0.19764075,0.6391642110902759,0.7491365777080062,0.7719469576507751
2.7492668621700878,15000,0.7763236168947055,0.43399644,0.6994043295074822,0.27629787,0.6508923742563548,0.7557299843014129,0.7774615749190228
2.932551319648094,16000,0.7800118976799524,0.5238935,0.688058748403576,0.38300505,0.6999025657681065,0.6766091051805337,0.7853717738150934
2.932551319648094,16000,0.7798929208804283,0.2654822,0.6971613472569496,0.13114293,0.6557830658550083,0.7441130298273155,0.7863833213708722
2.932551319648094,16000,0.769303985722784,0.45224148,0.6945273631840795,0.32849824,0.6345454545454545,0.7670329670329671,0.7699608227313266
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3.1158357771260996,17000,0.7751338488994646,0.40977138,0.701280227596017,0.21568456,0.6410923276983095,0.7739403453689168,0.7816368015551165
3.1158357771260996,17000,0.7747769185008924,0.52421284,0.6925614877024596,0.37608021,0.6629342520815389,0.7249607535321821,0.7790035072367104
3.1158357771260996,17000,0.7765615704937537,0.4022267,0.6982649174777825,0.13778037,0.6339651639344263,0.7770800627943485,0.785160066020584
3.1158357771260996,17000,0.7796549672813802,0.4555475,0.7017114914425429,0.30919957,0.6835367668949092,0.7208791208791209,0.7884960576274115
3.2991202346041058,18000,0.7760856632956573,0.32149124,0.7030493017953833,0.1719179,0.6436211844508218,0.7745682888540032,0.7913991969086815
3.2991202346041058,18000,0.7790600832837596,0.45476684,0.7034198113207547,0.3059736,0.6629619338705196,0.7491365777080062,0.7826863400491323
3.2991202346041058,18000,0.7785841760856633,0.43585634,0.704163623082542,0.24192461,0.6584699453551912,0.7566718995290423,0.7858028184867595
3.2991202346041058,18000,0.7687091017251636,0.44724876,0.6936552333284263,0.30009395,0.6529933481152993,0.7397174254317112,0.7732120753802167
3.4824046920821115,19000,0.7747769185008924,0.43651694,0.6926966292134832,0.20268248,0.6266836086404066,0.77425431711146,0.7852619926733173
3.4824046920821115,19000,0.7670434265318263,0.41511163,0.682571649883811,0.2802297,0.6737003058103975,0.691679748822606,0.7698394533704425
3.4824046920821115,19000,0.776918500892326,0.35459286,0.7013170938960487,0.14291754,0.6388028895768834,0.7773940345368917,0.7844477450199161
3.4824046920821115,19000,0.7765615704937537,0.6084938,0.6954572624028692,0.43030733,0.6635300826917594,0.7306122448979592,0.7863595699281933
3.665689149560117,20000,0.7852468768590125,0.5919844,0.7065793576551295,0.4861424,0.7017652524001239,0.7114599686028258,0.7950218028206042
3.665689149560117,20000,0.7709696609161214,0.59601057,0.6982089552238806,0.30396092,0.6654338549075391,0.7343799058084772,0.7798890364556004
3.665689149560117,20000,0.773111243307555,0.40941703,0.679196556671449,0.18969305,0.6253632760898282,0.743171114599686,0.7721331319393603
3.665689149560117,20000,0.77703747769185,0.50127745,0.6946359005094396,0.2853139,0.6643737460590428,0.7277864992150707,0.7871040264575817
3.8489736070381233,21000,0.7789411064842355,0.426381,0.6972948466072237,0.25848663,0.6722027972027972,0.7243328100470957,0.7807440799538266
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3.8489736070381233,21000,0.762879238548483,0.4884013,0.663556531284303,0.12633392,0.5893248842310504,0.7591836734693878,0.7591927927788193
4.032258064516129,22000,0.77703747769185,0.5466738,0.6960825908640927,0.37947094,0.6332990221307256,0.7726844583987441,0.7802291207875859
4.032258064516129,22000,0.767876264128495,0.5169141,0.6823460238130237,0.20924574,0.6415146489773356,0.7287284144427002,0.7719781395165964
4.032258064516129,22000,0.7701368233194527,0.5350548,0.6848783400507538,0.31144673,0.6528173022196927,0.7202511773940345,0.7769250426438561
4.032258064516129,22000,0.7694229625223081,0.30355418,0.6728487658529934,0.06543176,0.5947444551591128,0.7745682888540032,0.7715778628382726
4.215542521994135,23000,0.7792980368828079,0.2351155,0.6998408795023868,0.0847577,0.6488733905579399,0.759497645211931,0.7883642728384644
4.215542521994135,23000,0.7652587745389648,0.5417184,0.6786066845296854,0.22964028,0.6159754224270353,0.7554160125588697,0.7674193049832014
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4.215542521994135,23000,0.7672813801308744,0.33325517,0.685614849187935,0.10733299,0.6370250606305577,0.7422291993720566,0.7696794533438448
4.39882697947214,24000,0.7741820345032718,0.46500862,0.6885896527285612,0.25870097,0.6276485788113695,0.7626373626373626,0.7811379309472035
4.39882697947214,24000,0.7716835217132659,0.3605076,0.6830032768200599,0.13795787,0.6251956181533647,0.7525902668759812,0.7731522398836341
4.39882697947214,24000,0.7665675193337299,0.6262355,0.6867316659601526,0.32362318,0.6243576567317575,0.7629513343799058,0.7608403339229309
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4.5821114369501466,25000,0.7798929208804283,0.4879462,0.7044668371183638,0.33204877,0.6760969976905312,0.7353218210361068,0.7874698273139101
4.765395894428153,26000,0.7779892920880428,0.4548989,0.7034365719134493,0.2367622,0.6399897066392177,0.7808477237048665,0.7865719294649353
4.765395894428153,26000,0.7715645449137418,0.5587656,0.6850242968634959,0.23370405,0.6450360510260676,0.7302982731554161,0.776184127131237
4.765395894428153,26000,0.7765615704937537,0.38309526,0.6963686298443699,0.22328159,0.6773523300682696,0.7164835164835165,0.7866450879842058
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4.948680351906159,27000,0.7683521713265913,0.50174665,0.6797601199400299,0.22820172,0.6505021520803443,0.7117739403453689,0.7749712163198244
4.948680351906159,27000,0.7750148720999405,0.48916233,0.6901317904210864,0.40997854,0.7069476457029964,0.6740973312401883,0.7766316717073359
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