hpv-qqp-para-multi-mpnet/eval/binary_classification_evaluation_dev_results.csv

1	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
2	0	1	0.9218181818181819	0.8275952339172363	0.8442211055276381	0.7753846153846153	0.9264705882352942	0.715613842010498	0.9233725096414255	0.9272727272727272	33.782527923583984	0.8387096774193549	0.9285714285714286	0.7647058823529411	33.782527923583984	0.9289430259337798	0.9290909090909091	1.5661648511886597	0.8433734939759037	0.9292035398230089	0.7720588235294118	1.5661648511886597	0.9284375169692842	0.8881818181818182	5.303781032562256	0.7847222222222223	0.743421052631579	0.8308823529411765	5.0048651695251465	0.7913860618590802
3	0	2	0.9218181818181819	0.8258078098297119	0.8456375838926173	0.7777777777777778	0.9264705882352942	0.713103175163269	0.924980916706981	0.9281818181818182	33.90141296386719	0.8404040404040404	0.9327354260089686	0.7647058823529411	33.90141296386719	0.9301454144285082	0.93	1.5611073970794678	0.8438133874239351	0.9411764705882353	0.7647058823529411	1.5611073970794678	0.9297676071058463	0.8918181818181818	4.989171028137207	0.7915936952714536	0.7558528428093646	0.8308823529411765	4.989171028137207	0.7953270716359668
4	0	3	0.9236363636363636	0.8254934549331665	0.8547008547008548	0.7987220447284346	0.9191176470588235	0.7208136320114136	0.9280365689319029	0.93	33.55622100830078	0.8425357873210634	0.9493087557603687	0.7573529411764706	33.55622100830078	0.9329758853545043	0.93	1.5759310722351074	0.8450704225352111	0.9333333333333333	0.7720588235294118	1.5955142974853516	0.9323583361557183	0.8945454545454545	5.145763397216797	0.794425087108014	0.7549668874172185	0.8382352941176471	4.893213748931885	0.804514788091471
5	0	4	0.9245454545454546	0.8106017708778381	0.858603066439523	0.8	0.9264705882352942	0.7075141072273254	0.9325352729552481	0.93	33.9986686706543	0.8450704225352113	0.8108108108108109	0.8823529411764706	41.409095764160156	0.9363448717660094	0.9309090909090909	1.626331090927124	0.8479999999999999	0.9298245614035088	0.7794117647058824	1.6363780498504639	0.9362434616905272	0.9045454545454545	5.069296836853027	0.8059149722735675	0.8104089219330854	0.8014705882352942	5.069296836853027	0.8189329569045112
6	0	5	0.93	0.7041868567466736	0.8683760683760685	0.8115015974440895	0.9338235294117647	0.7041868567466736	0.9381176490370755	0.9318181818181818	35.684364318847656	0.8581560283687942	0.8287671232876712	0.8897058823529411	41.66564178466797	0.9415983598053982	0.9336363636363636	1.6793901920318604	0.8556521739130435	0.8118811881188119	0.9044117647058824	1.9739989042282104	0.9410731843949146	0.9090909090909091	4.878157615661621	0.8161764705882353	0.8161764705882353	0.8161764705882353	4.878157615661621	0.8342630123224992
7	0	6	0.9354545454545454	0.7108818292617798	0.8758620689655172	0.8246753246753247	0.9338235294117647	0.6961295008659363	0.9442868712117707	0.9336363636363636	36.70109558105469	0.8652482269503545	0.8356164383561644	0.8970588235294118	42.493553161621094	0.946389642886969	0.9345454545454546	1.6910290718078613	0.8652482269503545	0.8356164383561644	0.8970588235294118	1.9818120002746582	0.9458354811231807	0.9163636363636364	4.639019012451172	0.8345323741007195	0.8169014084507042	0.8529411764705882	4.639019012451172	0.8553005586942468
8	0	7	0.9445454545454546	0.6858010292053223	0.8920353982300885	0.8600682593856656	0.9264705882352942	0.6858010292053223	0.9505159460447107	0.9372727272727273	39.80517578125	0.8692579505300353	0.8367346938775511	0.9044117647058824	44.2783317565918	0.9516640474998094	0.9372727272727273	1.7797675132751465	0.8710801393728224	0.8278145695364238	0.9191176470588235	2.0786874294281006	0.9515362213474209	0.9236363636363636	4.4946794509887695	0.8489208633093526	0.8309859154929577	0.8676470588235294	4.4946794509887695	0.8748636659938552
9	0	8	0.9490909090909091	0.6579420566558838	0.9014084507042254	0.8648648648648649	0.9411764705882353	0.6579420566558838	0.9561237233142923	0.9445454545454546	41.57634735107422	0.8838095238095237	0.9169960474308301	0.8529411764705882	41.57634735107422	0.9561757093213245	0.9427272727272727	1.901597261428833	0.8776699029126214	0.9300411522633745	0.8308823529411765	1.901597261428833	0.95667210949909	0.9263636363636364	4.40929651260376	0.8545780969479355	0.8350877192982457	0.875	4.283750057220459	0.8928668519391577
10	0	9	0.95	0.65568608045578	0.9009009009009009	0.8833922261484098	0.9191176470588235	0.65568608045578	0.9602644249814621	0.9463636363636364	41.77955627441406	0.8871892925430209	0.9243027888446215	0.8529411764705882	42.57221221923828	0.9604443914204481	0.9481818181818182	1.9665868282318115	0.8905950095969289	0.9317269076305221	0.8529411764705882	1.9665868282318115	0.9609929844615168	0.93	4.288984775543213	0.8607594936708861	0.8469750889679716	0.875	4.121984481811523	0.9081393307456523
11	0	10	0.95	0.6853415966033936	0.900523560209424	0.8571428571428571	0.9485294117647058	0.6032732725143433	0.9645821417159561	0.9472727272727273	42.778045654296875	0.8880994671403196	0.8591065292096219	0.9191176470588235	47.10163879394531	0.9637737537473829	0.9472727272727273	1.9568476676940918	0.8960573476702509	0.8741258741258742	0.9191176470588235	2.1747002601623535	0.9649158879169839	0.9327272727272727	4.276402950286865	0.8673835125448028	0.8461538461538461	0.8897058823529411	3.9952750205993652	0.9209394661969823
12	0	11	0.9518181818181818	0.6677101850509644	0.9056603773584905	0.8488745980707395	0.9705882352941176	0.5742233395576477	0.9683419877562947	0.9509090909090909	44.82415771484375	0.8973384030418251	0.9291338582677166	0.8676470588235294	44.82415771484375	0.9675876845962909	0.9490909090909091	1.991217017173767	0.8930581613508443	0.9118773946360154	0.875	2.117739200592041	0.9676151936407824	0.9372727272727273	4.246716499328613	0.8717948717948718	0.8686131386861314	0.875	4.0845746994018555	0.9306851024773178
13	0	12	0.9554545454545454	0.6252787113189697	0.9113924050632911	0.896797153024911	0.9264705882352942	0.6252787113189697	0.9708708068064926	0.9509090909090909	44.06069564819336	0.8987108655616942	0.9003690036900369	0.8970588235294118	46.964759826660156	0.9699990254307734	0.9509090909090909	2.0304832458496094	0.9016100178890876	0.8780487804878049	0.9264705882352942	2.2407126426696777	0.9702052719927206	0.9390909090909091	4.37895393371582	0.8790459965928449	0.819047619047619	0.9485294117647058	3.5955119132995605	0.9373485098505402
14	0	13	0.9572727272727273	0.5879673957824707	0.9171075837742504	0.8813559322033898	0.9558823529411765	0.5879673957824707	0.9733261059302066	0.9554545454545454	47.904571533203125	0.9107468123861566	0.9025270758122743	0.9191176470588235	47.904571533203125	0.9721871569660688	0.9545454545454546	2.240476608276367	0.9097472924187726	0.8936170212765957	0.9264705882352942	2.2510018348693848	0.972400222362035	0.9436363636363636	3.761120080947876	0.8912280701754386	0.8523489932885906	0.9338235294117647	3.761120080947876	0.9440971117207851
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16	0	15	0.9618181818181818	0.617717981338501	0.9236363636363637	0.9136690647482014	0.9338235294117647	0.617717981338501	0.9755053542303738	0.9581818181818181	48.18444061279297	0.9169675090252708	0.900709219858156	0.9338235294117647	49.101863861083984	0.973967679190092	0.9590909090909091	2.199974536895752	0.9180327868852459	0.9097472924187726	0.9264705882352942	2.250430107116699	0.974767922166291	0.9536363636363636	3.7028892040252686	0.9125214408233275	0.8553054662379421	0.9779411764705882	3.7028892040252686	0.9505215383896954
17	0	16	0.9645454545454546	0.5891697406768799	0.9307282415630551	0.9003436426116839	0.9632352941176471	0.5891697406768799	0.9769421851583937	0.9609090909090909	47.721946716308594	0.9213893967093236	0.9163636363636364	0.9264705882352942	48.26028823852539	0.9755467023542874	0.9627272727272728	2.2305214405059814	0.9247706422018349	0.9230769230769231	0.9264705882352942	2.2305214405059814	0.9761345630914545	0.9563636363636364	3.8942978382110596	0.9172413793103449	0.8636363636363636	0.9779411764705882	3.8130552768707275	0.9539649023468478
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20	0	-1	0.9663636363636363	0.6549122333526611	0.9349736379613357	0.8956228956228957	0.9779411764705882	0.5945572853088379	0.9802186227908029	0.9645454545454546	47.74300003051758	0.9281767955801103	0.9298892988929889	0.9264705882352942	47.74300003051758	0.9784550784845066	0.9636363636363636	2.1948390007019043	0.9264705882352942	0.9264705882352942	0.9264705882352942	2.1948390007019043	0.9790495180539891	0.9609090909090909	4.243793487548828	0.9241622574955909	0.888135593220339	0.9632352941176471	4.243793487548828	0.9572941085256473
21	1	1	0.9690909090909091	0.666472315788269	0.9377289377289377	0.9343065693430657	0.9411764705882353	0.666472315788269	0.9817119544108868	0.9645454545454546	47.50463104248047	0.9297297297297297	0.911660777385159	0.9485294117647058	49.28586959838867	0.9800131097061843	0.9645454545454546	2.238168239593506	0.9292196007259528	0.9175627240143369	0.9411764705882353	2.259850025177002	0.9804706707721889	0.9636363636363636	4.410885334014893	0.9290780141843973	0.8972602739726028	0.9632352941176471	4.410885334014893	0.958469140531262
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