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Model: rufimelo/Legal-BERTimbau-sts-base-ma
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2026-07-03 22:33:31 +08:00
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epoch,steps,cosine_pearson,cosine_spearman,euclidean_pearson,euclidean_spearman,manhattan_pearson,manhattan_spearman,dot_pearson,dot_spearman
0,1000,0.5140056805201973,0.5890807953828568,0.559515868293356,0.5922912753774262,0.5451349325359995,0.5819437046190675,0.22539237809823698,0.22321946160517406
0,2000,0.44619621291626504,0.5540864865627407,0.5162284484313594,0.5612347248265113,0.5150404333011369,0.5623890676693863,-0.03925888866920268,-0.0475617696609267
0,3000,0.43431388438460883,0.5435586338219284,0.5104576500180034,0.5460433731280702,0.5106740455350732,0.5445945825270726,0.0800124192733146,0.043582496564209525
0,4000,0.4815789858416121,0.5789254229000352,0.5474475569981547,0.5914225391719992,0.5464185006481518,0.589996427967515,0.16963048197098604,0.1883327838193587
0,5000,0.5294007839824181,0.5791329970376151,0.567137936153863,0.586330438059923,0.5649011349039395,0.5854009671994264,0.26817398324585057,0.2920114527819132
0,6000,0.5463603874314922,0.5734973592023205,0.5686220459321023,0.5703722152420895,0.5685273926188351,0.5723764588593888,0.29675469571899443,0.2705229167837791
0,7000,0.5469980476553145,0.5754608567852059,0.5701478329200861,0.5696883737777289,0.5730245680102316,0.573734916270884,0.2881408596960359,0.2756284717751429
0,8000,0.5838914267430435,0.6075437461274882,0.5854000552991829,0.5852629688375908,0.5866926240554013,0.5858368728883442,0.31497607283965356,0.31274042119512513
0,9000,0.6082456344854708,0.6231621623941724,0.6021977865748874,0.5993860825205976,0.601416194932199,0.5996405530374085,0.3162368894399329,0.32753507565285805
0,-1,0.6340241303458328,0.6488629157989745,0.6272089670611783,0.6212413328284562,0.6261247664573459,0.6231917609286052,0.3614941847538112,0.37414354186712145
1,1000,0.6489685011407933,0.667540359819105,0.6420782114622586,0.6385622414198467,0.6414950991944978,0.6386564185748599,0.41926990072233455,0.44001873201431163
1,2000,0.6501563072131639,0.6724291151556631,0.6478906595409323,0.6482440373517454,0.6471718858768877,0.6482186671793746,0.46287014167446283,0.485352539265214
1,3000,0.6604112169020907,0.6875120670267013,0.6634056718084428,0.6645136213759489,0.6626030154646603,0.6639950704285503,0.48555192969433814,0.5041191632851935
1,4000,0.6623806223921189,0.6924842364148425,0.6646110249594901,0.6652581974953791,0.6644709604750156,0.6659943168906857,0.528495364233784,0.5462351870070561
1,5000,0.6850816606891217,0.7075345145790395,0.6806572905222198,0.678914269368831,0.6797787684901784,0.6797999190225054,0.5479364502980393,0.5600915294836176
1,6000,0.6851700329054995,0.7078185836302832,0.6874242074031183,0.6846771424625312,0.686830327548116,0.6857607563400085,0.5694312299436508,0.5769857579033162
1,7000,0.6890474363339373,0.7154811444793906,0.6931583436684235,0.6908082674521603,0.6927393578265696,0.6917877098642965,0.579360228173903,0.5864995725423955
1,8000,0.7008481781396507,0.730200457213113,0.70873346507043,0.7077839879406864,0.7089441297196204,0.7086238944047829,0.5928760319501843,0.5999522986403294
1,9000,0.706014592098889,0.7314924140212724,0.7128013776176435,0.714079250257624,0.7132612508970737,0.7159108998234912,0.6054494128829728,0.6106827283635577
1,-1,0.7200253926417177,0.7398388163347404,0.7188000262780588,0.7147411811185732,0.7187261585057005,0.7175292093035124,0.6156732874019484,0.6163637249918793
2,1000,0.7178886037426083,0.73718993970129,0.7188454644618073,0.7163179757710785,0.7194434859869421,0.7170467916319146,0.6393994461966461,0.6420075877071223
2,2000,0.7299703637244253,0.7495332973528245,0.7277494458275431,0.727454712648792,0.727480829295701,0.7270045842874844,0.6458760444542806,0.6473533905429072
2,3000,0.734261157337224,0.753223504243134,0.7330394673578884,0.7315831316073258,0.7331244904533004,0.7331099547081914,0.6513263507254936,0.654268300100176
2,4000,0.7343011501722011,0.7521441187277185,0.7332802694216066,0.7300190220410061,0.7333951460801283,0.7306352097123775,0.6484172411241667,0.6530839743263172
2,5000,0.742889074497301,0.7578270373387953,0.7368161790211505,0.7330780497944523,0.7366270428032792,0.7334839725523863,0.662337265771508,0.668018933525192
2,6000,0.7431224743771536,0.758464751217027,0.7395656885060564,0.7367328922020631,0.7391788408718201,0.736238173840831,0.6692784158683307,0.6753332310990264
2,7000,0.7456805796696031,0.7601338010417898,0.7391593091221383,0.7367286638400012,0.7389669412990082,0.7370692391842527,0.6704350477276445,0.675819492736135
2,8000,0.7484436749852499,0.7616302568151206,0.7449520469152102,0.7437711930522265,0.7445979805880989,0.7435405551215821,0.6783951732730306,0.6837830360847332
2,9000,0.7515812487144248,0.7653300736192071,0.7479981515666386,0.7463912399443463,0.7477166755497039,0.7468763483918016,0.6711506749052628,0.6750929832546052
2,-1,0.7542529351113809,0.7673316264606489,0.7496156203554739,0.7468824987366188,0.749008069829383,0.7469482305468524,0.6818984216075609,0.686199737201335
3,1000,0.7611521834139107,0.7740116697252114,0.7536009182598888,0.7521679513138851,0.7531755451605359,0.7523513084687473,0.6892740827791818,0.6931277162413401
3,2000,0.7586248161621655,0.7701569411110422,0.755909895602228,0.7544185931204229,0.7548875499498792,0.7537097658802425,0.6879328540486022,0.6938988157227944
3,3000,0.7596638492114828,0.7707911954203143,0.7538348247790335,0.7529963258814494,0.7525016100495691,0.7513153597636032,0.6932043864798306,0.6983043845946526
3,4000,0.7613138031064591,0.7727527710204444,0.7571464667789152,0.7562071902725698,0.75597648205047,0.7563336567378731,0.6938998652971966,0.6962067326154422
3,5000,0.7650309606568694,0.7768146893756425,0.7594812570831899,0.7602564235415824,0.7590889841536251,0.7594991623359669,0.6978314025203474,0.7022659754500203
3,6000,0.7664952424832512,0.7790511085097905,0.7618506923044225,0.7615095562980834,0.7604737238388333,0.7618524380216414,0.7028292027901824,0.7054530072549742
3,7000,0.7663263064442136,0.777784906270553,0.7605793391945297,0.76110747750566,0.7593518137572904,0.7596444642322727,0.7090311202732736,0.710636594746206
3,8000,0.7736767057917926,0.7843703879835514,0.7661449138740201,0.7653715884467232,0.765197369764307,0.7645774251722043,0.7118985320428509,0.7171817148213416
3,9000,0.7702620952806344,0.7798033725602421,0.7627031514117696,0.7628783924164577,0.7618706673707889,0.7619888987972725,0.7116935091812764,0.7166508631843085
3,-1,0.7741045322811847,0.7846164017762386,0.766426143295265,0.7672316833573697,0.7656662248256637,0.7657060134461573,0.7175361585482368,0.7232432640352262
4,1000,0.7735083894838758,0.783234880571679,0.7675561452748201,0.768252640597022,0.7668961139319035,0.7669191689613465,0.7132638654641691,0.7171378936145191
4,2000,0.7725586129136159,0.7815166279883786,0.7650998024971205,0.76562106180837,0.764474806234657,0.763171302588376,0.7167715021505252,0.7228265781738621
4,3000,0.7748299500771854,0.7856911745330413,0.7683797677065075,0.7697556311117211,0.7675892533909863,0.7666677736169443,0.7149058735588968,0.7214984880899017
4,4000,0.7733142656422624,0.7829665717790294,0.7697179531436572,0.7706212921447395,0.7687669037730513,0.7688492240442888,0.7129858054389775,0.7196264768861717
4,5000,0.7727933114079547,0.7833551966921651,0.7680052284404755,0.7678947674079721,0.7670476312702246,0.7664794193069181,0.7161797854781118,0.7222991861057886
4,6000,0.7779233136930357,0.7875170581506424,0.7720112160776631,0.7722818852453789,0.7712775067154483,0.7710914091267029,0.7184599484089325,0.7252632679111196
4,7000,0.7762983351044147,0.7866387120314384,0.770285872163689,0.7706720324894812,0.76963801099933,0.7707823542996394,0.7172870884685507,0.723367808517774
4,8000,0.7759104338027587,0.7852256703096908,0.7699957777935053,0.7699055457666398,0.7692556775653562,0.7698498082667341,0.718403828898744,0.7242734467921043
4,9000,0.7761319595948091,0.7863454174629692,0.7707770511912085,0.770702399817016,0.7699469552447272,0.7706581942136426,0.7189941981604312,0.7253793556695439
4,-1,0.7758264479442808,0.7863123593595768,0.7705611226987729,0.7702111410247436,0.7697432047898018,0.7699178464562743,0.7189547164729727,0.7252978636007161
1 epoch steps cosine_pearson cosine_spearman euclidean_pearson euclidean_spearman manhattan_pearson manhattan_spearman dot_pearson dot_spearman
2 0 1000 0.5140056805201973 0.5890807953828568 0.559515868293356 0.5922912753774262 0.5451349325359995 0.5819437046190675 0.22539237809823698 0.22321946160517406
3 0 2000 0.44619621291626504 0.5540864865627407 0.5162284484313594 0.5612347248265113 0.5150404333011369 0.5623890676693863 -0.03925888866920268 -0.0475617696609267
4 0 3000 0.43431388438460883 0.5435586338219284 0.5104576500180034 0.5460433731280702 0.5106740455350732 0.5445945825270726 0.0800124192733146 0.043582496564209525
5 0 4000 0.4815789858416121 0.5789254229000352 0.5474475569981547 0.5914225391719992 0.5464185006481518 0.589996427967515 0.16963048197098604 0.1883327838193587
6 0 5000 0.5294007839824181 0.5791329970376151 0.567137936153863 0.586330438059923 0.5649011349039395 0.5854009671994264 0.26817398324585057 0.2920114527819132
7 0 6000 0.5463603874314922 0.5734973592023205 0.5686220459321023 0.5703722152420895 0.5685273926188351 0.5723764588593888 0.29675469571899443 0.2705229167837791
8 0 7000 0.5469980476553145 0.5754608567852059 0.5701478329200861 0.5696883737777289 0.5730245680102316 0.573734916270884 0.2881408596960359 0.2756284717751429
9 0 8000 0.5838914267430435 0.6075437461274882 0.5854000552991829 0.5852629688375908 0.5866926240554013 0.5858368728883442 0.31497607283965356 0.31274042119512513
10 0 9000 0.6082456344854708 0.6231621623941724 0.6021977865748874 0.5993860825205976 0.601416194932199 0.5996405530374085 0.3162368894399329 0.32753507565285805
11 0 -1 0.6340241303458328 0.6488629157989745 0.6272089670611783 0.6212413328284562 0.6261247664573459 0.6231917609286052 0.3614941847538112 0.37414354186712145
12 1 1000 0.6489685011407933 0.667540359819105 0.6420782114622586 0.6385622414198467 0.6414950991944978 0.6386564185748599 0.41926990072233455 0.44001873201431163
13 1 2000 0.6501563072131639 0.6724291151556631 0.6478906595409323 0.6482440373517454 0.6471718858768877 0.6482186671793746 0.46287014167446283 0.485352539265214
14 1 3000 0.6604112169020907 0.6875120670267013 0.6634056718084428 0.6645136213759489 0.6626030154646603 0.6639950704285503 0.48555192969433814 0.5041191632851935
15 1 4000 0.6623806223921189 0.6924842364148425 0.6646110249594901 0.6652581974953791 0.6644709604750156 0.6659943168906857 0.528495364233784 0.5462351870070561
16 1 5000 0.6850816606891217 0.7075345145790395 0.6806572905222198 0.678914269368831 0.6797787684901784 0.6797999190225054 0.5479364502980393 0.5600915294836176
17 1 6000 0.6851700329054995 0.7078185836302832 0.6874242074031183 0.6846771424625312 0.686830327548116 0.6857607563400085 0.5694312299436508 0.5769857579033162
18 1 7000 0.6890474363339373 0.7154811444793906 0.6931583436684235 0.6908082674521603 0.6927393578265696 0.6917877098642965 0.579360228173903 0.5864995725423955
19 1 8000 0.7008481781396507 0.730200457213113 0.70873346507043 0.7077839879406864 0.7089441297196204 0.7086238944047829 0.5928760319501843 0.5999522986403294
20 1 9000 0.706014592098889 0.7314924140212724 0.7128013776176435 0.714079250257624 0.7132612508970737 0.7159108998234912 0.6054494128829728 0.6106827283635577
21 1 -1 0.7200253926417177 0.7398388163347404 0.7188000262780588 0.7147411811185732 0.7187261585057005 0.7175292093035124 0.6156732874019484 0.6163637249918793
22 2 1000 0.7178886037426083 0.73718993970129 0.7188454644618073 0.7163179757710785 0.7194434859869421 0.7170467916319146 0.6393994461966461 0.6420075877071223
23 2 2000 0.7299703637244253 0.7495332973528245 0.7277494458275431 0.727454712648792 0.727480829295701 0.7270045842874844 0.6458760444542806 0.6473533905429072
24 2 3000 0.734261157337224 0.753223504243134 0.7330394673578884 0.7315831316073258 0.7331244904533004 0.7331099547081914 0.6513263507254936 0.654268300100176
25 2 4000 0.7343011501722011 0.7521441187277185 0.7332802694216066 0.7300190220410061 0.7333951460801283 0.7306352097123775 0.6484172411241667 0.6530839743263172
26 2 5000 0.742889074497301 0.7578270373387953 0.7368161790211505 0.7330780497944523 0.7366270428032792 0.7334839725523863 0.662337265771508 0.668018933525192
27 2 6000 0.7431224743771536 0.758464751217027 0.7395656885060564 0.7367328922020631 0.7391788408718201 0.736238173840831 0.6692784158683307 0.6753332310990264
28 2 7000 0.7456805796696031 0.7601338010417898 0.7391593091221383 0.7367286638400012 0.7389669412990082 0.7370692391842527 0.6704350477276445 0.675819492736135
29 2 8000 0.7484436749852499 0.7616302568151206 0.7449520469152102 0.7437711930522265 0.7445979805880989 0.7435405551215821 0.6783951732730306 0.6837830360847332
30 2 9000 0.7515812487144248 0.7653300736192071 0.7479981515666386 0.7463912399443463 0.7477166755497039 0.7468763483918016 0.6711506749052628 0.6750929832546052
31 2 -1 0.7542529351113809 0.7673316264606489 0.7496156203554739 0.7468824987366188 0.749008069829383 0.7469482305468524 0.6818984216075609 0.686199737201335
32 3 1000 0.7611521834139107 0.7740116697252114 0.7536009182598888 0.7521679513138851 0.7531755451605359 0.7523513084687473 0.6892740827791818 0.6931277162413401
33 3 2000 0.7586248161621655 0.7701569411110422 0.755909895602228 0.7544185931204229 0.7548875499498792 0.7537097658802425 0.6879328540486022 0.6938988157227944
34 3 3000 0.7596638492114828 0.7707911954203143 0.7538348247790335 0.7529963258814494 0.7525016100495691 0.7513153597636032 0.6932043864798306 0.6983043845946526
35 3 4000 0.7613138031064591 0.7727527710204444 0.7571464667789152 0.7562071902725698 0.75597648205047 0.7563336567378731 0.6938998652971966 0.6962067326154422
36 3 5000 0.7650309606568694 0.7768146893756425 0.7594812570831899 0.7602564235415824 0.7590889841536251 0.7594991623359669 0.6978314025203474 0.7022659754500203
37 3 6000 0.7664952424832512 0.7790511085097905 0.7618506923044225 0.7615095562980834 0.7604737238388333 0.7618524380216414 0.7028292027901824 0.7054530072549742
38 3 7000 0.7663263064442136 0.777784906270553 0.7605793391945297 0.76110747750566 0.7593518137572904 0.7596444642322727 0.7090311202732736 0.710636594746206
39 3 8000 0.7736767057917926 0.7843703879835514 0.7661449138740201 0.7653715884467232 0.765197369764307 0.7645774251722043 0.7118985320428509 0.7171817148213416
40 3 9000 0.7702620952806344 0.7798033725602421 0.7627031514117696 0.7628783924164577 0.7618706673707889 0.7619888987972725 0.7116935091812764 0.7166508631843085
41 3 -1 0.7741045322811847 0.7846164017762386 0.766426143295265 0.7672316833573697 0.7656662248256637 0.7657060134461573 0.7175361585482368 0.7232432640352262
42 4 1000 0.7735083894838758 0.783234880571679 0.7675561452748201 0.768252640597022 0.7668961139319035 0.7669191689613465 0.7132638654641691 0.7171378936145191
43 4 2000 0.7725586129136159 0.7815166279883786 0.7650998024971205 0.76562106180837 0.764474806234657 0.763171302588376 0.7167715021505252 0.7228265781738621
44 4 3000 0.7748299500771854 0.7856911745330413 0.7683797677065075 0.7697556311117211 0.7675892533909863 0.7666677736169443 0.7149058735588968 0.7214984880899017
45 4 4000 0.7733142656422624 0.7829665717790294 0.7697179531436572 0.7706212921447395 0.7687669037730513 0.7688492240442888 0.7129858054389775 0.7196264768861717
46 4 5000 0.7727933114079547 0.7833551966921651 0.7680052284404755 0.7678947674079721 0.7670476312702246 0.7664794193069181 0.7161797854781118 0.7222991861057886
47 4 6000 0.7779233136930357 0.7875170581506424 0.7720112160776631 0.7722818852453789 0.7712775067154483 0.7710914091267029 0.7184599484089325 0.7252632679111196
48 4 7000 0.7762983351044147 0.7866387120314384 0.770285872163689 0.7706720324894812 0.76963801099933 0.7707823542996394 0.7172870884685507 0.723367808517774
49 4 8000 0.7759104338027587 0.7852256703096908 0.7699957777935053 0.7699055457666398 0.7692556775653562 0.7698498082667341 0.718403828898744 0.7242734467921043
50 4 9000 0.7761319595948091 0.7863454174629692 0.7707770511912085 0.770702399817016 0.7699469552447272 0.7706581942136426 0.7189941981604312 0.7253793556695439
51 4 -1 0.7758264479442808 0.7863123593595768 0.7705611226987729 0.7702111410247436 0.7697432047898018 0.7699178464562743 0.7189547164729727 0.7252978636007161