ms-marco-electra-base/CEBinaryClassificationEvaluator_MS-Marco_results.csv

1	epoch	steps	Accuracy	Accuracy_Threshold	F1	F1_Threshold	Precision	Recall	Average_Precision
2	0	5000	0.9297070292970703	0.25256121158599854	0.8307839388145314	0.19771124422550201	0.7957875457875457	0.869	0.8904110467492587
3	0	10000	0.939006099390061	0.5306986570358276	0.8460807600950118	0.28808051347732544	0.8058823529411765	0.8905	0.910544278892506
4	0	15000	0.9393060693930607	0.5750397443771362	0.8566081871345029	0.48249387741088867	0.8048351648351648	0.9155	0.9132147986720082
5	0	20000	0.9405059494050595	0.591253936290741	0.8546298558514537	0.570050835609436	0.8356426182513139	0.8745	0.9073685536522613
6	0	25000	0.9436056394360564	0.5074090957641602	0.8603960396039605	0.5057582855224609	0.8519607843137255	0.869	0.9167379821993755
7	0	30000	0.9396060393960604	0.8262588381767273	0.8542471042471043	0.7406325340270996	0.8255597014925373	0.885	0.8979176130668384
8	0	35000	0.9425057494250575	0.46686679124832153	0.8596070915189268	0.28302955627441406	0.8252069917203312	0.897	0.9163289965092976
9	0	40000	0.9417058294170583	0.6763133406639099	0.8575602629656682	0.6603987216949463	0.8357854769814903	0.8805	0.9173776247925393
10	0	45000	0.9426057394260574	0.4643915295600891	0.8605042016806723	0.29147765040397644	0.8277136258660508	0.896	0.9120726077810245
11	0	50000	0.945005499450055	0.5493776798248291	0.8624535315985131	0.4713650643825531	0.855036855036855	0.87	0.9209400105864155
12	0	55000	0.9454054594540546	0.6156725287437439	0.864585893339887	0.5604670643806458	0.8501691638472693	0.8795	0.9206262233464874
13	0	60000	0.9421057894210579	0.39554399251937866	0.8605827112930412	0.3811936378479004	0.8300046446818393	0.8935	0.9193948306076224
14	0	65000	0.9428057194280572	0.5363738536834717	0.8629682313892841	0.32784485816955566	0.8205590622182146	0.91	0.9227492855045069
15	0	70000	0.9438056194380562	0.38333064317703247	0.8628501827040195	0.3524332344532013	0.8413301662707838	0.8855	0.9236299441431376
16	0	75000	0.9468053194680532	0.48936331272125244	0.8696717295443409	0.48936331272125244	0.8525456292026897	0.8875	0.9254413650794524
17	0	80000	0.9454054594540546	0.3127445578575134	0.8651851851851852	0.3127445578575134	0.8546341463414634	0.876	0.9213706944185774
18	0	85000	0.9443055694430557	0.31547677516937256	0.8655280250180418	0.21403872966766357	0.8340287436254057	0.8995	0.9237103419372517
19	0	90000	0.9465053494650535	0.3857932686805725	0.8702401164200824	0.3761560022830963	0.8450306170513424	0.897	0.9258501989030058
20	0	95000	0.9453054694530547	0.3604514002799988	0.8669713735867213	0.29048818349838257	0.8354195642095503	0.901	0.9226658871253511
21	0	100000	0.9453054694530547	0.6748594045639038	0.8686288585786074	0.4552273154258728	0.8329508949059201	0.9075	0.9252677323330876
22	0	105000	0.9435056494350565	0.40062007308006287	0.8639551192145862	0.1210024282336235	0.8112379280070237	0.924	0.9237990563267019
23	0	110000	0.944905509449055	0.4197750985622406	0.8656429942418427	0.27975988388061523	0.8321033210332104	0.902	0.9247201058651281
24	0	115000	0.9464053594640536	0.4172205924987793	0.8698167791706846	0.2961992919445038	0.839851024208566	0.902	0.927117403879296
25	0	120000	0.9474052594740526	0.44686269760131836	0.8712047012732614	0.4383932948112488	0.8536468330134357	0.8895	0.9279628711835812
26	0	125000	0.945005499450055	0.4358792304992676	0.8655339805825243	0.28539055585861206	0.8410377358490566	0.8915	0.9268525722856882
27	0	130000	0.9462053794620537	0.21194982528686523	0.8703747911195989	0.16292141377925873	0.8328003654636821	0.9115	0.925512309638313
28	0	135000	0.9454054594540546	0.2292814701795578	0.8678621991505427	0.11477036774158478	0.82171581769437	0.9195	0.9268551457216524
29	0	140000	0.9482051794820517	0.31556186079978943	0.8758076094759513	0.26744428277015686	0.8398347865993575	0.915	0.9275073681003255
30	0	145000	0.9478052194780522	0.3485147953033447	0.8719556305763203	0.12995882332324982	0.8421052631578947	0.904	0.9278250006342896
31	0	150000	0.9483051694830517	0.32228657603263855	0.8726037369570493	0.21710461378097534	0.8477133427628477	0.899	0.9259328370035781
32	0	155000	0.9474052594740526	0.1903868019580841	0.8731307284129282	0.18298938870429993	0.8434296365330848	0.905	0.9261096325445609
33	0	160000	0.9473052694730527	0.5740681886672974	0.872194660996929	0.17134147882461548	0.8266905508284819	0.923	0.927973529121574
34	0	165000	0.9495050494950505	0.38968273997306824	0.87591956841589	0.34622055292129517	0.8594802694898941	0.893	0.9241440163389828
35	0	170000	0.9459054094590541	0.47478723526000977	0.8706669854171647	0.11328981816768646	0.8341731562070546	0.9105	0.9289979858500923
36	0	175000	0.9473052694730527	0.5903739929199219	0.8703747911195989	0.15506823360919952	0.8328003654636821	0.9115	0.9305074303915251
37	0	180000	0.9463053694630537	0.23235449194908142	0.8702585165498912	0.23235449194908142	0.841982234689107	0.9005	0.9291547676197442
38	0	185000	0.9478052194780522	0.174373060464859	0.8734852157052836	0.171615868806839	0.8476011288805269	0.901	0.9280170204346545
39	0	190000	0.949005099490051	0.5715193748474121	0.8747241971071341	0.5108739137649536	0.8581048581048581	0.892	0.9271410745170057
40	0	195000	0.9461053894610539	0.5194154977798462	0.8679334916864608	0.170893132686615	0.8266968325791855	0.9135	0.9271023702066649
41	0	200000	0.9468053194680532	0.3094758987426758	0.8707931277947754	0.11578939855098724	0.82258781680747	0.925	0.9290083868621436
42	0	205000	0.9461053894610539	0.6028298139572144	0.8679067577113257	0.13052904605865479	0.8202047174009791	0.9215	0.9276186176796931
43	0	210000	0.9459054094590541	0.49049288034439087	0.8694616484040019	0.16249723732471466	0.8303002729754322	0.9125	0.9285170114050436