eval/CrossEncoderClassificationEvaluator_test_results.csv

epoch,steps,Accuracy,Accuracy_Threshold,F1,F1_Threshold,Precision,Recall,Average_Precision
0.18181818181818182,1000,0.8334757582109286,0.59872735,0.8161181671461653,0.5690813,0.7714067785368443,0.8663314711359404,0.8780843155061584
0.18181818181818182,1000,0.8265103755179697,0.52520025,0.8076325483144499,0.43659562,0.7601130426210114,0.8614897579143389,0.8815865440335635
0.18181818181818182,1000,0.83139581754567,0.5267246,0.8150292004754767,0.41102958,0.7582459851908837,0.8810055865921788,0.8924128683989633
0.18181818181818182,1000,0.8193192628303316,0.70124555,0.8028029373708178,0.5326942,0.7314063504700082,0.8896461824953446,0.863287361247981
0.18181818181818182,1000,0.8291868883120234,0.61377674,0.8093549923276364,0.5637657,0.7687204744195396,0.8545251396648045,0.8741719440409667
0.18181818181818182,1000,0.8248496476999726,0.5315935,0.8094679860704066,0.32880834,0.7535306201052767,0.8743761638733706,0.8704477045650146
0.18181818181818182,1000,0.8342335660502088,0.5026532,0.8158201933966372,0.41314963,0.7664756916025536,0.8719553072625699,0.8790535176361727
0.18181818181818182,1000,0.8308476161300204,0.5652496,0.8132246944531496,0.48266852,0.7635347194978422,0.8698324022346369,0.8860777201232058
0.36363636363636365,2000,0.8415536673062349,0.33838654,0.8236464402444224,0.2597616,0.787339536779189,0.863463687150838,0.9009719066867872
0.36363636363636365,2000,0.8472936585995067,0.7291961,0.830398289789553,0.6411213,0.7841093351864721,0.8824953445065177,0.8977650058896814
0.36363636363636365,2000,0.8473904000257977,0.6935476,0.8296131739483056,0.6215679,0.7876992098567028,0.8762383612662942,0.9039978506492287
0.36363636363636365,2000,0.8434078779768143,0.57750726,0.8254324319587809,0.46651748,0.7795173943265697,0.8770949720670391,0.8962077038026035
0.5454545454545454,3000,0.840457264474936,0.4762778,0.8199680987186904,0.33592024,0.7744776663024403,0.8711359404096835,0.900923317424286
0.5454545454545454,3000,0.8530497734638268,0.46209902,0.8355214844799483,0.42250407,0.8048031468893413,0.8686778398510242,0.9039379070140701
0.5454545454545454,3000,0.8610631882749391,0.4963134,0.8447040084948234,0.44701412,0.8047546788062722,0.8888268156424581,0.9178017247298929
0.5454545454545454,3000,0.8565808355234518,0.63519025,0.8376022577072839,0.5568932,0.8047432729269632,0.8732588454376163,0.91479764387401
0.7272727272727273,4000,0.8298802018671095,0.44943333,0.8126956968089658,0.34202522,0.7516695679696155,0.8845065176908752,0.8841327337447489
0.7272727272727273,4000,0.8448428758001322,0.5865245,0.8265297148987811,0.53380525,0.783050621521645,0.87512104283054,0.8935857882777479
0.7272727272727273,4000,0.85996678544364,0.20604074,0.8419226343276976,0.14126126,0.8023620718744727,0.885586592178771,0.9109051309915055
0.7272727272727273,4000,0.8610309411328421,0.5971501,0.8427439503176529,0.537792,0.8090180223394778,0.8794040968342645,0.9163896779048978
0.9090909090909091,5000,0.8502120249592879,0.7462985,0.8326412836934337,0.6850873,0.7891015807376776,0.881266294227188,0.9112269205212227
0.9090909090909091,5000,0.8637880717821383,0.66170084,0.8468008357292095,0.59247375,0.8134069779409242,0.8830540037243948,0.92287214215188
0.9090909090909091,5000,0.8563873526708695,0.6389246,0.8375891951527661,0.548916,0.8019559069070092,0.876536312849162,0.9141823584189701
0.9090909090909091,5000,0.8648199803292433,0.58396935,0.8470146559815176,0.5109707,0.8217412621699236,0.8738919925512104,0.9215418524775407
1.0909090909090908,6000,0.8503410135276761,0.36044675,0.832627005940243,0.23681253,0.7946522254188526,0.874413407821229,0.9114782282188605
1.0909090909090908,6000,0.8626755453797907,0.5328928,0.8457907438955139,0.44891927,0.8077757440173547,0.88756052141527,0.9188703582242393
1.0909090909090908,6000,0.8612405475564728,0.4769045,0.8436359771865811,0.39686674,0.8043434206971088,0.8869646182495344,0.9197942181686554
1.0909090909090908,6000,0.8650940810370681,0.49683213,0.8488400833303908,0.3792715,0.8069280343716434,0.8953445065176909,0.9240418036254693
1.2727272727272727,7000,0.8560971283919963,0.62579834,0.8377286261165462,0.53373575,0.7991479001825929,0.8802234636871509,0.9161701864426594
1.2727272727272727,7000,0.8655777881685236,0.5281211,0.8487147222721554,0.48631364,0.8202571230020848,0.8792178770949721,0.926268643940009
1.2727272727272727,7000,0.864594250334564,0.57170904,0.8487099296325255,0.43097383,0.8115612043770815,0.8894227188081937,0.9245082095823871
1.2727272727272727,7000,0.8649650924686799,0.5401765,0.8498473296073424,0.4970647,0.8162796281686275,0.8862942271880819,0.9243273981843774
1.4545454545454546,8000,0.8691894680833911,0.50203055,0.8534135467583392,0.4723221,0.8217647667321817,0.8875977653631285,0.9230094860132507
1.4545454545454546,8000,0.8703664887699327,0.4479578,0.8540955631399317,0.35891593,0.8169761273209549,0.8947486033519553,0.926355008130747
1.4545454545454546,8000,0.8628529046613244,0.49875343,0.8446129632279294,0.4073632,0.8124698919551304,0.8794040968342645,0.9195023729077492
1.4545454545454546,8000,0.8657873945921543,0.62868035,0.8507920739387272,0.59464926,0.812303106263338,0.8931098696461824,0.9234039688898695
1.6363636363636362,9000,0.8663355960078039,0.36161634,0.8495203516827735,0.28080124,0.813511947370215,0.8888640595903166,0.921747047696778
1.6363636363636362,9000,0.8676577288337821,0.79318714,0.8514557550611632,0.7410359,0.8189981421592238,0.8865921787709498,0.9237629107001905
1.6363636363636362,9000,0.8636107125006046,0.5859152,0.8467111191205623,0.5390533,0.8202513966480447,0.8749348230912477,0.9242617255378514
1.6363636363636362,9000,0.8713177794617952,0.378906,0.8546775005392968,0.34365177,0.8260476753075265,0.8853631284916201,0.9276463733803686
1.8181818181818183,10000,0.8759613679237678,0.57632744,0.8598201303247348,0.44441575,0.8299199500987628,0.8919553072625699,0.9336892102535086
1.8181818181818183,10000,0.8708501959013882,0.49538994,0.8524321370012753,0.44045866,0.8343437945791726,0.8713221601489758,0.9292416081655636
1.8181818181818183,10000,0.8704954773383209,0.3915937,0.8559269438780033,0.35290143,0.8168894906075478,0.8988826815642458,0.9290644764946543
1.8181818181818183,10000,0.8709469373276794,0.59628284,0.8554324199123401,0.5202406,0.8199890695450198,0.8940782122905028,0.9311424085378653
2.0,11000,0.8695925573596041,0.48479795,0.8528955117337379,0.38261962,0.8187767688881274,0.8899813780260708,0.920458964728265
2.0,11000,0.8694474452201674,0.50528604,0.8524773354000325,0.4595533,0.8259351098382984,0.8807821229050279,0.9305137974378125
2.0,11000,0.8701085116331565,0.49270844,0.8542975442604226,0.43526304,0.8201631142485094,0.8913966480446928,0.9266524450395479
2.0,11000,0.8733493494139082,0.48736715,0.857352572594794,0.41278958,0.8254619415333702,0.891806331471136,0.9330574022213324
2.1818181818181817,12000,0.8713339030328437,0.4607756,0.8535057221497898,0.39689887,0.8305843377740185,0.8777281191806331,0.9297465797915427
2.1818181818181817,12000,0.8711081730381645,0.65199524,0.8536872524884941,0.535142,0.819227608874281,0.8911731843575419,0.9310746864675533
2.1818181818181817,12000,0.8714951387433288,0.54797506,0.8566102112242564,0.45213526,0.8115232097037556,0.9070018621973929,0.929989901351584
2.1818181818181817,12000,0.8678028409732188,0.5353496,0.8525395666803155,0.45843154,0.8166160772142833,0.8917690875232774,0.9252483563815763
2.3636363636363638,13000,0.8699633994937199,0.48777694,0.8519922044174969,0.3981964,0.8264020163831128,0.8792178770949721,0.9294330048704563
2.3636363636363638,13000,0.8735428322664904,0.5710428,0.8570289277169578,0.5227214,0.8347574323847186,0.8805214152700186,0.9330909805470422
2.3636363636363638,13000,0.8683349188178198,0.4388646,0.8512135318574322,0.33296075,0.8138760532753465,0.8921415270018622,0.927722311991436
2.3636363636363638,13000,0.8748972122345657,0.5961677,0.8585559916133542,0.49700364,0.8273754015127966,0.8921787709497206,0.9292991465006198
2.5454545454545454,14000,0.8738814272585093,0.64766526,0.857220550378884,0.5635582,0.8350875953659226,0.8805586592178771,0.9333828990421369
2.5454545454545454,14000,0.8711887908934071,0.63899076,0.8529331115295322,0.5581136,0.8375758446127886,0.8688640595903165,0.930317251865457
2.5454545454545454,14000,0.8738814272585093,0.5481063,0.8575681854431388,0.41824192,0.8180342833958819,0.9011173184357542,0.932030519364212
2.5454545454545454,14000,0.868060818109995,0.6167073,0.8499588977447371,0.5139208,0.8169918922632953,0.8856983240223464,0.9238765351998675
2.7272727272727275,15000,0.8723335644378517,0.41995335,0.8566821349864727,0.36784685,0.825432448296102,0.890391061452514,0.9317020787896826
2.7272727272727275,15000,0.8759452443527193,0.5563196,0.8586984231035362,0.50877327,0.8400669801909648,0.8781750465549348,0.9338566211874009
2.7272727272727275,15000,0.8769449057577272,0.62211925,0.8604718378554139,0.5675247,0.8354496983302933,0.8870391061452514,0.9344943265990963
2.7272727272727275,15000,0.8767836700472421,0.5055293,0.8589570484983395,0.43344074,0.8419659464873372,0.8766480446927374,0.9331896221754645
2.909090909090909,16000,0.8792022057045195,0.49016708,0.8642367556761389,0.3821221,0.8298142181394392,0.9016387337057729,0.9368793702949932
2.909090909090909,16000,0.8722529465826091,0.5183028,0.8568015689071137,0.42264265,0.8217852257181942,0.8949348230912477,0.9326036659140381
2.909090909090909,16000,0.8789925992808887,0.52260894,0.8636225211830248,0.44590518,0.8319815000172575,0.8977653631284916,0.9358933755288422
2.909090909090909,16000,0.878283162154754,0.5076169,0.8626478306193609,0.4529432,0.8336112269000973,0.893780260707635,0.9341776764965894
3.090909090909091,17000,0.8765740636236113,0.48626345,0.8604593110334499,0.3584947,0.825374563863994,0.898659217877095,0.9351776666540007
3.090909090909091,17000,0.8793311942729075,0.49763966,0.8643844753303408,0.47072214,0.8376131083394472,0.8929236499068901,0.9358559778817617
3.090909090909091,17000,0.8799116428306542,0.5532182,0.8648077508551371,0.47504404,0.8329021352926972,0.8992551210428306,0.9371659471276941
3.090909090909091,17000,0.8783960271520936,0.6221026,0.8617731855380262,0.53081477,0.8299244645259201,0.8961638733705772,0.9363567279741374
3.2727272727272725,18000,0.875687267215943,0.48552126,0.8600851002967784,0.39408353,0.827052675010315,0.8958659217877095,0.9348223352523999
3.2727272727272725,18000,0.875622772931749,0.607793,0.8604722257188585,0.56629044,0.8319134879515978,0.8910614525139665,0.9334938998665836
3.2727272727272725,18000,0.8793311942729075,0.5055618,0.8632896819686285,0.44407213,0.8348757915245981,0.8937057728119181,0.9370176468908632
3.2727272727272725,18000,0.8785250157204818,0.5156268,0.8636013541349479,0.4347396,0.8318782566686221,0.8978398510242086,0.9359672767578043
3.4545454545454546,19000,0.8796697892649264,0.38485718,0.8647307381102222,0.3212581,0.8359464627151052,0.8955679702048417,0.9374889180520196
3.4545454545454546,19000,0.8788474871414521,0.79691195,0.863204253719319,0.72323775,0.8311097321336229,0.897877094972067,0.9372948126328386
3.4545454545454546,19000,0.8778155785943471,0.4611761,0.8608804665782446,0.39535466,0.840434211926638,0.8823463687150838,0.9356249640653065
3.4545454545454546,19000,0.8771706357524064,0.5661032,0.8605913006106405,0.43225348,0.8287862587521125,0.8949348230912477,0.9342599027793222
3.6363636363636362,20000,0.8743167636768191,0.5171896,0.8578547357854736,0.42237058,0.8269057986039118,0.8912104283054004,0.9311365983706927
3.6363636363636362,20000,0.8790732171361313,0.49494943,0.8633103843947217,0.4061507,0.8323307750812418,0.8966852886405959,0.9373101829332289
3.6363636363636362,20000,0.876219345060544,0.4675777,0.8584041857423153,0.3766126,0.8379442434560544,0.8798882681564246,0.9332809460753309
3.6363636363636362,20000,0.8751390658002934,0.48898745,0.8592406876790831,0.3968051,0.8275267333563298,0.8934823091247672,0.9348724132701527
3.8181818181818183,21000,0.8812982699408265,0.64573765,0.8644123560592213,0.60165715,0.8487437185929648,0.8806703910614525,0.9384740851018274
3.8181818181818183,21000,0.8772673771786975,0.35805476,0.8626315695419862,0.25718036,0.8291593665189461,0.8989199255121043,0.9327013658187729
3.8181818181818183,21000,0.8782670385837055,0.45090705,0.8617072777150234,0.35240498,0.8308266777305259,0.8949720670391061,0.9387412237966153
3.8181818181818183,21000,0.8807339449541285,0.5980547,0.86418550975513,0.529553,0.8376328299776287,0.8924767225325885,0.9378771484445426
4.0,22000,0.8832975927508424,0.5809166,0.8674007718726764,0.42462167,0.8266297745984613,0.9124022346368715,0.9408931220150412
4.0,22000,0.8811531578013898,0.45375386,0.8645323689995036,0.3268423,0.82487653068128,0.9081936685288641,0.9378899904088054
4.0,22000,0.8743812579610132,0.6178843,0.8582113473661717,0.5119026,0.8222768222768223,0.8974301675977654,0.9322457631764953
4.0,22000,0.8778961964495896,0.6553706,0.8632151418655407,0.53899544,0.8305563205728449,0.8985474860335195,0.9351439168382918
4.181818181818182,23000,0.878750745715161,0.44550055,0.862193207762557,0.2638389,0.8273088245361813,0.9001489757914339,0.9376329269108243
4.181818181818182,23000,0.881749729930185,0.5283117,0.866321729254178,0.4839744,0.839547153988609,0.8948603351955308,0.9400752482884047
4.181818181818182,23000,0.8800406313990422,0.54536474,0.8634859449434525,0.46818733,0.8435768082989911,0.8843575418994414,0.9346325297233323
4.181818181818182,23000,0.879782654262266,0.57028365,0.862851853868351,0.4600227,0.8414569395773601,0.8853631284916201,0.9369471775031246
4.363636363636363,24000,0.8796697892649264,0.62570465,0.8627443808409077,0.5815543,0.8475690826116641,0.8784729981378026,0.9381785264814734
4.363636363636363,24000,0.884909949855694,0.55312043,0.8678189953810624,0.44570678,0.841639252467278,0.8956797020484172,0.9423552037565573
4.363636363636363,24000,0.8790248464229857,0.4933805,0.8636127483473369,0.41046047,0.8320273395698851,0.8976908752327747,0.9370526493226208
4.363636363636363,24000,0.8827010206220474,0.52951974,0.8678340216038808,0.47474074,0.8412404293255952,0.8961638733705772,0.9400402613139248
4.545454545454545,25000,0.8827332677641444,0.5040708,0.8670186707310434,0.44473115,0.8453455047234901,0.8898324022346369,0.9388221018860985
4.545454545454545,25000,0.8832814691797939,0.5790261,0.8682933841233335,0.4831244,0.838841827523955,0.8998882681564245,0.9417575671191485
4.545454545454545,25000,0.8828945034746296,0.3566074,0.8671630516887882,0.2694926,0.8384808013355592,0.897877094972067,0.94027531443517
4.545454545454545,25000,0.8811531578013898,0.53738487,0.8654891060701156,0.42197925,0.8345841258862182,0.8987709497206704,0.9385600808531833
4.7272727272727275,26000,0.8803469792489641,0.42299396,0.8652072492373946,0.34609467,0.8347991689750692,0.8979143389199256,0.9387194456533801
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