hpv-multi-qa-mpnet-zh/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	0.6451612903225806	0.8780746459960938	0.7326732673267325	0.5967741935483871	0.9487179487179487	0.6857414841651917	0.679643899722216	0.6221198156682027	7.033924102783203	0.7090909090909091	0.5492957746478874	1.0	18.272476196289062	0.6085405607908178	0.6267281105990783	0.3262202739715576	0.7090909090909091	0.5492957746478874	1.0	0.846386194229126	0.6103576690793852	0.7880184331797235	0.3928024172782898	0.8145161290322581	0.7709923664122137	0.8632478632478633	0.3715747594833374	0.8423893774979889
3	0	2	0.6497695852534562	0.8428952693939209	0.736842105263158	0.5989304812834224	0.9572649572649573	0.6863736510276794	0.6835820587834824	0.6221198156682027	7.013289451599121	0.7090909090909091	0.5492957746478874	1.0	18.2490234375	0.6093089759644365	0.6267281105990783	0.3252835273742676	0.7090909090909091	0.5492957746478874	1.0	0.8452430963516235	0.611302219240822	0.7926267281105991	0.3933393657207489	0.8221343873517786	0.7647058823529411	0.8888888888888888	0.36540448665618896	0.8496704546627311
4	0	3	0.6543778801843319	0.8437698483467102	0.736842105263158	0.5989304812834224	0.9572649572649573	0.6911754012107849	0.6884894751475766	0.6221198156682027	6.982261657714844	0.7090909090909091	0.5492957746478874	1.0	18.2373046875	0.6110928649865723	0.631336405529954	0.3248940110206604	0.7090909090909091	0.5492957746478874	1.0	0.8446652889251709	0.6122406539988352	0.8064516129032258	0.39149725437164307	0.8300395256916997	0.7720588235294118	0.8974358974358975	0.36789655685424805	0.8642289581193108
5	0	4	0.6589861751152074	0.7688546180725098	0.7417218543046358	0.6054054054054054	0.9572649572649573	0.7062592506408691	0.6949819903292453	0.631336405529954	7.013883590698242	0.709480122324159	0.5523809523809524	0.9914529914529915	16.45218849182129	0.6132759583170257	0.6267281105990783	0.3218258023262024	0.709480122324159	0.5523809523809524	0.9914529914529915	0.7715978622436523	0.6148293912445327	0.8248847926267281	0.44853687286376953	0.8412698412698414	0.7851851851851852	0.905982905982906	0.37732312083244324	0.8869367968232464
6	0	5	0.6728110599078341	0.7907298803329468	0.7457627118644068	0.6179775280898876	0.9401709401709402	0.7432299852371216	0.7129626480435602	0.6267281105990783	6.929196357727051	0.7116564417177914	0.5550239234449761	0.9914529914529915	16.121004104614258	0.6157457847200065	0.6267281105990783	0.31765031814575195	0.7116564417177914	0.5550239234449761	0.9914529914529915	0.7571967840194702	0.617793590469726	0.8663594470046083	0.4692298471927643	0.8687782805429864	0.9230769230769231	0.8205128205128205	0.4692298471927643	0.9137435375935941
7	0	6	0.6912442396313364	0.8046572208404541	0.7569444444444444	0.6374269005847953	0.9316239316239316	0.7699810862541199	0.733382638730407	0.6359447004608295	6.905981063842773	0.7116564417177914	0.5550239234449761	0.9914529914529915	16.093975067138672	0.6191541258795188	0.6359447004608295	0.3199893534183502	0.7116564417177914	0.5550239234449761	0.9914529914529915	0.7463356256484985	0.6205368051697939	0.880184331797235	0.48645269870758057	0.8839285714285714	0.9252336448598131	0.8461538461538461	0.47305184602737427	0.9365180827317676
8	0	7	0.7004608294930875	0.826535701751709	0.7686832740213524	0.6585365853658537	0.9230769230769231	0.7955203056335449	0.7503277343956376	0.6405529953917051	6.559751987457275	0.7116564417177914	0.5550239234449761	0.9914529914529915	16.0770263671875	0.6214057384778552	0.6405529953917051	0.3154221773147583	0.7116564417177914	0.5550239234449761	0.9914529914529915	0.7539330720901489	0.6234517994749886	0.8986175115207373	0.48527127504348755	0.9083333333333333	0.8861788617886179	0.9316239316239316	0.44308608770370483	0.9553785470044555
9	0	8	0.7188940092165899	0.8422583341598511	0.7797833935018051	0.675	0.9230769230769231	0.8219900131225586	0.7708973681953242	0.6405529953917051	6.476510047912598	0.7090909090909091	0.5492957746478874	1.0	18.205949783325195	0.6235624586146944	0.6405529953917051	0.3013550639152527	0.7090909090909091	0.5492957746478874	1.0	0.8435968160629272	0.6267674461399785	0.9308755760368663	0.47455573081970215	0.9356223175965666	0.9396551724137931	0.9316239316239316	0.47455573081970215	0.9685947377724652
10	0	1	0.6451612903225806	0.8780746459960938	0.7326732673267325	0.5967741935483871	0.9487179487179487	0.6857414841651917	0.679643899722216	0.6221198156682027	7.033924102783203	0.7090909090909091	0.5492957746478874	1.0	18.272476196289062	0.6085405607908178	0.6267281105990783	0.3262202739715576	0.7090909090909091	0.5492957746478874	1.0	0.846386194229126	0.6103576690793852	0.7880184331797235	0.3928024172782898	0.8145161290322581	0.7709923664122137	0.8632478632478633	0.3715747594833374	0.8423893774979889
11	0	2	0.6497695852534562	0.843278169631958	0.736842105263158	0.5989304812834224	0.9572649572649573	0.6867398619651794	0.6834495961206664	0.6221198156682027	7.014925956726074	0.7090909090909091	0.5492957746478874	1.0	18.246559143066406	0.6094971498207756	0.6267281105990783	0.32533398270606995	0.7090909090909091	0.5492957746478874	1.0	0.8451154232025146	0.6114111350540982	0.7926267281105991	0.3933390974998474	0.8174603174603174	0.762962962962963	0.8803418803418803	0.36564022302627563	0.8494497217133706
12	0	3	0.6543778801843319	0.8437178134918213	0.736842105263158	0.5989304812834224	0.9572649572649573	0.6914077401161194	0.6882482189233494	0.6221198156682027	6.976428031921387	0.7090909090909091	0.5492957746478874	1.0	18.223133087158203	0.6110866391865559	0.6267281105990783	0.3235341012477875	0.7090909090909091	0.5492957746478874	1.0	0.8439887762069702	0.6124801783856049	0.8064516129032258	0.39078179001808167	0.8286852589641434	0.7761194029850746	0.8888888888888888	0.3697824478149414	0.8639199326145448
13	0	4	0.663594470046083	0.7699446678161621	0.7441860465116279	0.6086956521739131	0.9572649572649573	0.7085325717926025	0.6940259783546994	0.6267281105990783	7.026264190673828	0.709480122324159	0.5523809523809524	0.9914529914529915	16.433208465576172	0.6136697583431909	0.631336405529954	0.323234498500824	0.709480122324159	0.5523809523809524	0.9914529914529915	0.770458459854126	0.6157794001888822	0.8248847926267281	0.4270334243774414	0.8376068376068376	0.8376068376068376	0.8376068376068376	0.4270334243774414	0.8799052378876294
14	0	1	0.6451612903225806	0.8780746459960938	0.7326732673267325	0.5967741935483871	0.9487179487179487	0.6857415437698364	0.679643899722216	0.6221198156682027	7.0339250564575195	0.7090909090909091	0.5492957746478874	1.0	18.272476196289062	0.6085405607908178	0.6267281105990783	0.3262202739715576	0.7090909090909091	0.5492957746478874	1.0	0.846386194229126	0.6103576690793852	0.7880184331797235	0.3928024172782898	0.8145161290322581	0.7709923664122137	0.8632478632478633	0.3715747594833374	0.8423893774979889
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16	0	3	0.6543778801843319	0.8439571857452393	0.7375415282392026	0.6032608695652174	0.9487179487179487	0.7047536969184875	0.6888885587791664	0.6267281105990783	7.071241855621338	0.7090909090909091	0.5492957746478874	1.0	18.272907257080078	0.6105583008486494	0.631336405529954	0.32531800866127014	0.7090909090909091	0.5492957746478874	1.0	0.8465203046798706	0.612434620368318	0.8110599078341014	0.37058210372924805	0.8379446640316206	0.7794117647058824	0.905982905982906	0.37058210372924805	0.8669401647726112
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18	0	5	0.6682027649769585	0.7831602096557617	0.7457627118644068	0.6179775280898876	0.9401709401709402	0.7431710362434387	0.7109292081932671	0.6359447004608295	6.989808082580566	0.7116564417177914	0.5550239234449761	0.9914529914529915	16.19598960876465	0.6157234871355818	0.631336405529954	0.3277512788772583	0.7116564417177914	0.5550239234449761	0.9914529914529915	0.7616517543792725	0.6173776396490813	0.8617511520737328	0.4641271233558655	0.8672566371681416	0.8990825688073395	0.8376068376068376	0.46008849143981934	0.9125868292667706
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20	0	7	0.7004608294930875	0.7957683801651001	0.7686832740213524	0.6585365853658537	0.9230769230769231	0.7957683801651001	0.7469780664013712	0.6359447004608295	6.640390396118164	0.7116564417177914	0.5550239234449761	0.9914529914529915	16.013687133789062	0.6214573724673718	0.6359447004608295	0.3052017092704773	0.7116564417177914	0.5550239234449761	0.9914529914529915	0.7422546148300171	0.6241288790182481	0.9124423963133641	0.46047431230545044	0.919831223628692	0.9083333333333333	0.9316239316239316	0.4521014392375946	0.9536459485194544
21	0	8	0.7188940092165899	0.8212814331054688	0.7797833935018051	0.675	0.9230769230769231	0.8212814331054688	0.7666756690670642	0.6405529953917051	6.4840240478515625	0.7116564417177914	0.5550239234449761	0.9914529914529915	15.923028945922852	0.6259419467571572	0.6405529953917051	0.3020390272140503	0.7116564417177914	0.5550239234449761	0.9914529914529915	0.7515807151794434	0.6281934950014183	0.9308755760368663	0.4816150963306427	0.9356223175965666	0.9396551724137931	0.9316239316239316	0.4816150963306427	0.967543676595848
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