javiervela/sentence-transformers_distiluse-base-multilingual-cased-v2_50-50_all-v2_sequence_oaei_final
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Model: javiervela/sentence-transformers_distiluse-base-multilingual-cased-v2_50-50_all-v2_sequence_oaei_final
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2026-07-24 10:17:11 +08:00
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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
0,100,0.9524600275181477,0.4672946333885193,0.9534256763038021,0.9397965728947127,0.967455900386756,0.4663447141647339,0.9844319505886627,0.9412629880912844,15.20600700378418,0.94168079894479,0.9405288416298109,0.9428355815489105,15.227619171142578,0.9818351447490214,0.9416425487498221,0.8699025511741638,0.9426176059618072,0.9309964118134143,0.954532591264975,0.8763056993484497,0.9821682022805556,0.937704606917493,0.3225811719894409,0.9385391369325611,0.929423735084636,0.9478351098952928,0.3163299262523651,0.9709001953055912
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1,500,0.987806613844475,0.6338107585906982,0.9879359714594188,0.9832741543636704,0.9926422035657013,0.6338107585906982,0.9903004532372055,0.9858613654694691,13.584367752075195,0.9860185793375247,0.9808643703911136,0.9912272427129516,13.584367752075195,0.9871356964756788,0.9860037007164207,0.7415610551834106,0.9861482837958399,0.9817688855646971,0.9905669276483351,0.7452684640884399,0.987359905815467,0.970584048963325,0.23631621897220612,0.9712643678160918,0.9547152619589977,0.9883973210074521,0.20529629290103912,0.9851726290537024
1,600,0.987806613844475,0.6709846258163452,0.9879189583039534,0.9846326836581709,0.9912272427129516,0.6629726886749268,0.9898221398446679,0.9846752384115386,13.285828590393066,0.9848562989357212,0.9790268456375839,0.9907555890953683,13.317914962768555,0.9868964664702001,0.9848175736584903,0.7318297624588013,0.9849765258215963,0.9804654640620619,0.9895292896896519,0.732924222946167,0.9871191773520593,0.9671680030364853,0.18056347966194153,0.9679777880610828,0.9500408756471977,0.9866050372606358,0.18056347966194153,0.9851050848207736
1,700,0.9874744982682545,0.657825231552124,0.9875881523272213,0.9844409035523479,0.9907555890953683,0.657825231552124,0.989827263395934,0.9843431228353181,12.980645179748535,0.9844632768361582,0.9827051414606636,0.9862277143665692,12.980645179748535,0.9870037041565137,0.9843431228353181,0.7193360328674316,0.9844588866911558,0.9829775228063575,0.9859447221960193,0.7255994081497192,0.9871993330475484,0.9685913555060018,0.19866621494293213,0.9691921072226358,0.956461835216313,0.98226582397887,0.19866621494293213,0.9864968446556598
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2,100,0.9880438392560611,0.6683676242828369,0.9881512130900884,0.9850942158057561,0.9912272427129516,0.6648023128509521,0.9906840374622705,0.9847701285761731,12.127042770385742,0.9848891399519842,0.9829919188122533,0.9867936987076691,12.127042770385742,0.9875615035152805,0.9851022441523936,0.7104722261428833,0.985249906050357,0.9812856741835876,0.989246297519102,0.7116281390190125,0.9877012827830944,0.9699672628932011,0.1859782636165619,0.9705977983185471,0.9560761346998536,0.9855673993019527,0.1859782636165619,0.9870584581181674
2,200,0.9883759548322817,0.670170247554779,0.9884841363102234,0.9851039910061833,0.9918875577775682,0.6662254333496094,0.989632976636439,0.9838212269298288,13.01136589050293,0.9839883551673946,0.9796185489902768,0.9883973210074521,13.01136589050293,0.9866200402446548,0.9840110072590976,0.7356672286987305,0.9841761750481289,0.9798055347793567,0.9885859824544855,0.7356672286987305,0.9868157812987344,0.9696351473169806,0.16521108150482178,0.9702795579084239,0.9555474252263788,0.985473068578436,0.1651148796081543,0.9872365723026211
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2,500,0.9884233999145988,0.6377514600753784,0.9885338345864662,0.984923681992696,0.9921705499481182,0.6377514600753784,0.9902492358447373,0.9859088105517863,12.417805671691895,0.9860347016504444,0.9830301893868367,0.9890576360720686,12.417805671691895,0.9872636194996202,0.986051145798738,0.6742980480194092,0.986156888595913,0.984488107549121,0.9878313366663523,0.6742980480194092,0.9874181760094549,0.9699672628932011,0.18293534219264984,0.9704771232685042,0.9597785977859778,0.98141684746722,0.18293534219264984,0.9866234736426251
2,600,0.9886606253261849,0.6834684610366821,0.9887608746766988,0.9858402100525131,0.9916988963305349,0.6834684610366821,0.9901761755433403,0.9858613654694691,12.14111042022705,0.9859949243349939,0.9824857169616934,0.9895292896896519,12.26793098449707,0.987264495624926,0.9860985908810552,0.6728010177612305,0.986215008233357,0.9837619673362118,0.9886803131780021,0.6740717887878418,0.987429528214226,0.9710584997864972,0.16978688538074493,0.9716147045137274,0.958765726880338,0.9848127535138195,0.16978688538074493,0.9868413588173136
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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 0 100 0.9524600275181477 0.4672946333885193 0.9534256763038021 0.9397965728947127 0.967455900386756 0.4663447141647339 0.9844319505886627 0.9412629880912844 15.20600700378418 0.94168079894479 0.9405288416298109 0.9428355815489105 15.227619171142578 0.9818351447490214 0.9416425487498221 0.8699025511741638 0.9426176059618072 0.9309964118134143 0.954532591264975 0.8763056993484497 0.9821682022805556 0.937704606917493 0.3225811719894409 0.9385391369325611 0.929423735084636 0.9478351098952928 0.3163299262523651 0.9709001953055912
3 0 200 0.9680220145181951 0.5949254631996155 0.9683538360409427 0.964008600542208 0.9727384209036883 0.5935291051864624 0.987007440468899 0.9652227546614793 14.084165573120117 0.965781242705756 0.9560073937153419 0.9757570040562211 14.748043060302734 0.9864887112523777 0.9659818759785548 0.8195900917053223 0.9664749614251648 0.9581865381049509 0.9749080275445713 0.8195900917053223 0.9865326997342712 0.9421169995729942 0.31520918011665344 0.9439492786915371 0.9201074787281683 0.969059522686539 0.31520918011665344 0.9721944290820606
4 0 300 0.9743796555487024 0.5207890272140503 0.9747285660801197 0.96721463731773 0.9823601547023866 0.5207890272140503 0.9884642205351162 0.9716278407743038 13.988382339477539 0.972014226881318 0.964521222253181 0.9796245637204037 14.005314826965332 0.9857921718883034 0.9720074014328415 0.7672507166862488 0.972316066066066 0.9673233124824946 0.9773606263560042 0.7672507166862488 0.9859435656417848 0.9504673340608246 0.1996966004371643 0.951889400921659 0.9305342823677809 0.9742477124799547 0.1996966004371643 0.9774554937813437
5 0 400 0.9801205105090858 0.6340268850326538 0.9802851362160637 0.9779384153210665 0.9826431468729365 0.6196614503860474 0.9893568443084639 0.9767993547468805 13.553163528442383 0.9770260747004933 0.9732309996256084 0.9808508631261201 13.646591186523438 0.9863748892107236 0.9769891350761494 0.7490293979644775 0.9771723813997182 0.9731499672560576 0.9812281860201868 0.7656305432319641 0.9865048658228681 0.9560658537742563 0.20362402498722076 0.9575268324006972 0.9318810820462459 0.9846240920667861 0.20362402498722076 0.9798740461917637
6 0 500 0.9829672154481188 0.5959140658378601 0.9831463311581615 0.9785981308411215 0.9877370059428355 0.5943148136138916 0.9894594550181663 0.9780803719694454 13.585075378417969 0.9783261399887409 0.9731217918805413 0.983586454108103 13.585075378417969 0.9861111990375544 0.9780329268871282 0.7329397201538086 0.9782883939038688 0.9726781051846326 0.9839637770021696 0.7661303877830505 0.9862977497705745 0.9557337381980358 0.1837572157382965 0.9569232189851793 0.9371495749683487 0.9775492878030374 0.1834469586610794 0.9817700442867096
7 0 600 0.9834416662712909 0.6344313621520996 0.9836003947182933 0.9799625468164794 0.9872653523252524 0.6123299598693848 0.9900373273106446 0.9797409498505479 13.567154884338379 0.9799181677091661 0.9771149878071657 0.9827374775964531 13.567154884338379 0.9864163885361159 0.9798832850974997 0.7481762170791626 0.9800376647834275 0.97828743302942 0.9817941703612867 0.7525607347488403 0.986708081880904 0.959054893960241 0.2318517565727234 0.9598697977214601 0.9465333822450477 0.9735873974153382 0.2318517565727234 0.9839248581450718
8 0 700 0.9843431228353181 0.6274487972259521 0.9844983089064262 0.9805371011509311 0.9884916517309688 0.6264643669128418 0.9896592266742127 0.9803577359206718 13.767041206359863 0.980530474040632 0.9776798274406827 0.9833977926610697 13.767041206359863 0.986202099183501 0.9803577359206718 0.7824857234954834 0.9805542508219821 0.9765179156141828 0.9846240920667861 0.7895118594169617 0.986489502195945 0.9569673103382834 0.20881310105323792 0.9585674478096021 0.9293179805137289 0.9897179511366853 0.20767581462860107 0.9814717710263878
9 0 -1 0.9853869146462969 0.6371789574623108 0.9855317549793311 0.9815663890708337 0.9895292896896519 0.6356459856033325 0.9900367673475505 0.9834416662712909 14.94007682800293 0.9836526300997704 0.9769259397097134 0.9904725969248184 14.94007682800293 0.9871527526655801 0.983678891682877 0.8339020013809204 0.9838815481210758 0.9774695093566707 0.9903782662013018 0.8339020013809204 0.9874203577288643 0.9664088817194098 0.23532293736934662 0.9672707100591716 0.9484180944610643 0.9868880294311857 0.23318755626678467 0.9845906879218373
10 1 100 0.9852920244816624 0.6412638425827026 0.9854637531651506 0.9797668997668998 0.9912272427129516 0.5880334377288818 0.9898728830071654 0.9828723252834843 13.015702247619629 0.9830253444303381 0.9800300018751172 0.9860390529195359 13.259360313415527 0.9863082138602234 0.9827299900365327 0.7289380431175232 0.9829220230834194 0.9777840007467563 0.9881143288369022 0.7742814421653748 0.9865251165611855 0.9654599800730654 0.21358546614646912 0.9661867162099397 0.9516881690914082 0.9811338552966701 0.2100149691104889 0.984305485984523
11 1 200 0.986952602362765 0.6925540566444397 0.9870691681948558 0.9840615038439903 0.9900952740307518 0.6925540566444397 0.9901630865147804 0.9831569957773877 13.549335479736328 0.9833262881029543 0.9792329279700654 0.9874540137722856 13.549335479736328 0.9872695460985588 0.9832518859420221 0.7404623031616211 0.9833937056028603 0.9808558558558559 0.9859447221960193 0.7407616376876831 0.9874781221802105 0.9649855292498932 0.21055088937282562 0.9659494079159563 0.9441542064492884 0.9887746439015187 0.2036508023738861 0.9843103891953175
12 1 300 0.9875693884328889 0.6685136556625366 0.9876775467971027 0.9848982271831911 0.9904725969248184 0.6611049175262451 0.9901300705322019 0.9829672154481188 13.065546035766602 0.9831352468642834 0.9792251544076361 0.987076690878219 13.065546035766602 0.987279423869607 0.9827299900365327 0.7276773452758789 0.9828915209625869 0.9794847775175644 0.9863220450900858 0.7276773452758789 0.9874692940960793 0.9685913555060018 0.19318749010562897 0.9692350590203551 0.9552074745809288 0.9836807848316197 0.19265085458755493 0.9853284323646103
13 1 400 0.9881387294206956 0.6651833057403564 0.9882507754488203 0.984733539383722 0.9917932270540515 0.6651833057403564 0.9905834158083135 0.9853869146462969 12.821070671081543 0.9855249553529466 0.9820174206237707 0.9890576360720686 13.216412544250488 0.9874928998758354 0.9854818048109314 0.7142951488494873 0.9855986445783133 0.9834695219310604 0.9877370059428355 0.7220486998558044 0.9877643376506413 0.971675285856621 0.21738117933273315 0.972323953456029 0.9559708295350957 0.989246297519102 0.21683421730995178 0.9858400083652858
14 1 500 0.987806613844475 0.6338107585906982 0.9879359714594188 0.9832741543636704 0.9926422035657013 0.6338107585906982 0.9903004532372055 0.9858613654694691 13.584367752075195 0.9860185793375247 0.9808643703911136 0.9912272427129516 13.584367752075195 0.9871356964756788 0.9860037007164207 0.7415610551834106 0.9861482837958399 0.9817688855646971 0.9905669276483351 0.7452684640884399 0.987359905815467 0.970584048963325 0.23631621897220612 0.9712643678160918 0.9547152619589977 0.9883973210074521 0.20529629290103912 0.9851726290537024
15 1 600 0.987806613844475 0.6709846258163452 0.9879189583039534 0.9846326836581709 0.9912272427129516 0.6629726886749268 0.9898221398446679 0.9846752384115386 13.285828590393066 0.9848562989357212 0.9790268456375839 0.9907555890953683 13.317914962768555 0.9868964664702001 0.9848175736584903 0.7318297624588013 0.9849765258215963 0.9804654640620619 0.9895292896896519 0.732924222946167 0.9871191773520593 0.9671680030364853 0.18056347966194153 0.9679777880610828 0.9500408756471977 0.9866050372606358 0.18056347966194153 0.9851050848207736
16 1 700 0.9874744982682545 0.657825231552124 0.9875881523272213 0.9844409035523479 0.9907555890953683 0.657825231552124 0.989827263395934 0.9843431228353181 12.980645179748535 0.9844632768361582 0.9827051414606636 0.9862277143665692 12.980645179748535 0.9870037041565137 0.9843431228353181 0.7193360328674316 0.9844588866911558 0.9829775228063575 0.9859447221960193 0.7255994081497192 0.9871993330475484 0.9685913555060018 0.19866621494293213 0.9691921072226358 0.956461835216313 0.98226582397887 0.19866621494293213 0.9864968446556598
17 1 -1 0.9879963941737439 0.6780102849006653 0.9881025158711497 0.9851837959489872 0.9910385812659183 0.6726783514022827 0.9902680087518279 0.9825402097072639 13.1676025390625 0.982734353007413 0.9775973116774013 0.9879256673898689 13.18469524383545 0.9867682033591311 0.9827299900365327 0.7335050702095032 0.982905982905983 0.9786776395772936 0.9871710216017356 0.7335050702095032 0.9869600460207208 0.9683066850120985 0.17922572791576385 0.9690396737115313 0.9525284738041002 0.9861333836430526 0.16910864412784576 0.9858832192293359
18 2 100 0.9880438392560611 0.6683676242828369 0.9881512130900884 0.9850942158057561 0.9912272427129516 0.6648023128509521 0.9906840374622705 0.9847701285761731 12.127042770385742 0.9848891399519842 0.9829919188122533 0.9867936987076691 12.127042770385742 0.9875615035152805 0.9851022441523936 0.7104722261428833 0.985249906050357 0.9812856741835876 0.989246297519102 0.7116281390190125 0.9877012827830944 0.9699672628932011 0.1859782636165619 0.9705977983185471 0.9560761346998536 0.9855673993019527 0.1859782636165619 0.9870584581181674
19 2 200 0.9883759548322817 0.670170247554779 0.9884841363102234 0.9851039910061833 0.9918875577775682 0.6662254333496094 0.989632976636439 0.9838212269298288 13.01136589050293 0.9839883551673946 0.9796185489902768 0.9883973210074521 13.01136589050293 0.9866200402446548 0.9840110072590976 0.7356672286987305 0.9841761750481289 0.9798055347793567 0.9885859824544855 0.7356672286987305 0.9868157812987344 0.9696351473169806 0.16521108150482178 0.9702795579084239 0.9555474252263788 0.985473068578436 0.1651148796081543 0.9872365723026211
20 2 300 0.9884708449969161 0.6537653207778931 0.9885802904271818 0.9850159205843791 0.9921705499481182 0.6537653207778931 0.9903156502881456 0.9854818048109314 12.828125 0.9856445862263088 0.9804013065795614 0.9909442505424017 13.070582389831543 0.987126699399375 0.9857664753048346 0.7038590908050537 0.9859088774072334 0.9818505005145477 0.9900009433072352 0.7158759832382202 0.9872883174169651 0.9700147079755184 0.17325101792812347 0.9706210487169952 0.956832554302997 0.9848127535138195 0.17325101792812347 0.9871818769345372
21 2 400 0.9883759548322817 0.6587244272232056 0.9884830536360645 0.9851949025487257 0.9917932270540515 0.6587244272232056 0.9901513590838273 0.9853394695639797 12.603439331054688 0.9854677138691623 0.9826486587882198 0.9883029902839354 12.603439331054688 0.986940577950886 0.9854343597286142 0.7158213257789612 0.9855699177438308 0.9821997376803447 0.988963305348552 0.7158213257789612 0.987116007332059 0.9692081415761257 0.1722998321056366 0.9698462110300609 0.9555942135140084 0.9845297613432695 0.17199552059173584 0.9872737234851108
22 2 500 0.9884233999145988 0.6377514600753784 0.9885338345864662 0.984923681992696 0.9921705499481182 0.6377514600753784 0.9902492358447373 0.9859088105517863 12.417805671691895 0.9860347016504444 0.9830301893868367 0.9890576360720686 12.417805671691895 0.9872636194996202 0.986051145798738 0.6742980480194092 0.986156888595913 0.984488107549121 0.9878313366663523 0.6742980480194092 0.9874181760094549 0.9699672628932011 0.18293534219264984 0.9704771232685042 0.9597785977859778 0.98141684746722 0.18293534219264984 0.9866234736426251
23 2 600 0.9886606253261849 0.6834684610366821 0.9887608746766988 0.9858402100525131 0.9916988963305349 0.6834684610366821 0.9901761755433403 0.9858613654694691 12.14111042022705 0.9859949243349939 0.9824857169616934 0.9895292896896519 12.26793098449707 0.987264495624926 0.9860985908810552 0.6728010177612305 0.986215008233357 0.9837619673362118 0.9886803131780021 0.6740717887878418 0.987429528214226 0.9710584997864972 0.16978688538074493 0.9716147045137274 0.958765726880338 0.9848127535138195 0.16978688538074493 0.9868413588173136
24 2 700 0.9887080704085022 0.6865813732147217 0.9888073739653874 0.9859326643533715 0.9916988963305349 0.6865813732147217 0.9903734087661259 0.9860985908810552 11.839252471923828 0.9862124135334808 0.983943661971831 0.9884916517309688 11.839252471923828 0.9873790984196866 0.9861934810456896 0.6626368761062622 0.9863026594492822 0.9843104096204435 0.9883029902839354 0.6656437516212463 0.9875598004998706 0.971248280115766 0.16063669323921204 0.971902818991098 0.9556852375307742 0.9886803131780021 0.1594233512878418 0.9868564922271803
25 2 -1 0.9886606253261849 0.7485941052436829 0.9887608746766988 0.9858402100525131 0.9916988963305349 0.6847038269042969 0.9904193838701356 0.9861460359633724 11.88152027130127 0.9862614096170134 0.9838543133389656 0.9886803131780021 11.88152027130127 0.9874143883381251 0.9863358162926412 0.6642154455184937 0.9864432310299379 0.9844968523912431 0.9883973210074521 0.6652257442474365 0.9875888540798109 0.9715329506096693 0.16328157484531403 0.972162939593579 0.9565415867798777 0.9883029902839354 0.16328157484531403 0.9869493160093921