jfarray/Model_bert-base-multilingual-uncased_5_Epochs
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Model: jfarray/Model_bert-base-multilingual-uncased_5_Epochs
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2026-05-13 17:56:35 +08:00
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epoch,steps,cosine_pearson,cosine_spearman,euclidean_pearson,euclidean_spearman,manhattan_pearson,manhattan_spearman,dot_pearson,dot_spearman
0,1,0.29738159236885175,0.4043406806151348,0.3024751811545745,0.37382440283286045,0.34415458154004197,0.4157842847834876,0.6526780680194606,0.7883371760420866
0,2,0.3031624283631789,0.4043406806151348,0.3063872574246541,0.37382440283286045,0.3468390097109744,0.43358544682314765,0.6524461638210243,0.7883371760420866
0,3,0.3308686415429029,0.47173079405099055,0.3317033289712859,0.4170557963577491,0.36844401073225047,0.46028718988263767,0.649524083572255,0.7883371760420866
0,4,0.40395061881095135,0.5454784653581536,0.38865946830340165,0.4501150972885462,0.41642762858928484,0.49970404868474205,0.6462118438493869,0.7349336899231066
0,5,0.4690692636015163,0.6421133450020222,0.4261379328804661,0.517505210724402,0.4450992418572448,0.5098761412788335,0.6164959778813233,0.718404039457708
0,6,0.5791958270092159,0.6866162501011722,0.5558189908870489,0.5798092778632121,0.5487493810448505,0.5670941621205978,0.3917783770867643,0.5264057917442321
0,7,0.510566081904828,0.6739011343585579,0.5316794464392648,0.6573714838931594,0.5226629009112731,0.6484709028733293,0.35744650840656694,0.5416639306353692
0,8,0.4443079914029197,0.6344842755564536,0.46827126769587707,0.5899813704573036,0.4606183740862636,0.5620081158235521,0.34577712395328614,0.5098761412788335
0,9,0.34594114917243524,0.5213197454471864,0.40695225907114013,0.5213197454471864,0.40457579877748406,0.5047900949817878,0.19014969255461509,0.3496656829218933
0,10,0.214853163234958,0.25430231485228605,0.3657876873610591,0.42722788895184055,0.3674871146832529,0.42977091210036333,-0.15735148830508822,-0.2682889421691617
0,11,0.20740278836911152,0.24667324540671745,0.3741452792515685,0.44757207414002337,0.3746461436966742,0.4882604445163891,-0.29174997403787717,-0.32042091671388034
0,-1,0.20740278836911152,0.24667324540671745,0.3741452792515685,0.44757207414002337,0.3746461436966742,0.4882604445163891,-0.29174997403787717,-0.32042091671388034
1,1,0.21195227269086533,0.2949906852286518,0.3668300212223982,0.5086046297045721,0.36395699921602276,0.5314918380412778,-0.36634435751159594,-0.32296393986240324
1,2,0.2129577525577658,0.32296393986240324,0.3570662466574941,0.4806313750708206,0.352772454584097,0.5035185834075263,-0.41868246318031416,-0.4157842847834876
1,3,0.20293618800348423,0.32296393986240324,0.3419572681163655,0.4806313750708206,0.3372610441731936,0.481902886645082,-0.4474005812901089,-0.5060616065560491
1,4,0.17144181344932358,0.30261975467422036,0.31052993473368584,0.4412145162687163,0.3076937086463892,0.455201143585592,-0.45132747044250165,-0.4704592824767292
1,5,0.14026909929533404,0.30261975467422036,0.27343917064162243,0.3789104491299062,0.27340116543850923,0.4348569583974091,-0.4214408431992714,-0.3878110301497362
1,6,0.13454997172365227,0.2822755694860375,0.2457614332889927,0.42849940052610197,0.24688824937419793,0.4539296320113305,-0.3648451590160225,-0.27718952318899176
1,7,0.1331087110950763,0.345851148199109,0.23642577568955542,0.46155870145689915,0.23959367144640473,0.44757207414002337,-0.26347993342233444,-0.12842266900040444
1,8,0.13032848933801877,0.4259563773775791,0.22876740369755144,0.48317439821934344,0.23535124017627,0.48444590979360486,-0.12748764441984117,0.1436808078915416
1,9,0.11913817418720092,0.3839964954269519,0.2243350534651157,0.4590156783083763,0.23390496284877504,0.4806313750708206,-0.13195079706887594,0.02924476620801289
1,10,0.09908620780621555,0.29244766208012896,0.21184576412439243,0.4590156783083763,0.22340873546624357,0.45265812043706916,-0.1504188036494243,-0.03941685880210433
1,11,0.10138695661506811,0.31787789356535756,0.20575075156909073,0.4590156783083763,0.21855457228885938,0.45265812043706916,-0.11363359592272457,0.024158719910967172
1,-1,0.10138695661506811,0.31787789356535756,0.20575075156909073,0.4590156783083763,0.21855457228885938,0.45265812043706916,-0.11363359592272457,0.024158719910967172
2,1,0.10867633791806154,0.35093719449615474,0.21099676265373304,0.4590156783083763,0.2241232636291513,0.49588951396195774,-0.10808401211745591,0.06230406713881007
2,2,0.11741482095041503,0.39035405329825906,0.2194488313638225,0.4590156783083763,0.23193273735549827,0.49588951396195774,-0.11155469427645483,0.045774416673411485
2,3,0.12690623354373742,0.381453472278429,0.22396853819293433,0.48444590979360486,0.23584484802596112,0.5213197454471864,-0.07886137947041366,0.18182615511938452
2,4,0.12933304881088992,0.381453472278429,0.22697508159942292,0.4806313750708206,0.23674997980816412,0.5213197454471864,-0.09351384507028047,0.1767401088223388
2,5,0.12356234377761036,0.41196975006070335,0.22315724561316355,0.48444590979360486,0.2299074039866915,0.4984325371104806,-0.13863187134963048,0.1296941805746659
2,6,0.11230042528498023,0.3789104491299062,0.21486702249380507,0.47300230562525203,0.2197463749379041,0.4806313750708206,-0.1972657347806303,-0.0673901134358558
2,7,0.09858093046235299,0.32042091671388034,0.20428540441451176,0.4590156783083763,0.20743199881610835,0.4806313750708206,-0.25326113634636754,-0.1347802268717116
2,8,0.08071875254453191,0.24158719910967172,0.1894780550485504,0.40179765746661195,0.19113703629921694,0.4361284699716705,-0.2957567988780469,-0.21869999077296598
2,9,0.06421951768430245,0.2657459190206389,0.1751474992445138,0.3534802176446776,0.17593103378984887,0.38908254172399764,-0.3094294134371616,-0.25048778012950174
2,10,0.04799988063577147,0.19708429401052166,0.16143814661840797,0.3661953333872919,0.16114118275761535,0.38526800700121333,-0.3199709970266754,-0.2225145254957503
2,11,0.032980850476875434,0.17165406252529306,0.14817240376204094,0.31279184726831183,0.147006192188734,0.31787789356535756,-0.3275241536824916,-0.23904417596114885
2,-1,0.032980850476875434,0.17165406252529306,0.14817240376204094,0.31279184726831183,0.147006192188734,0.31787789356535756,-0.3275241536824916,-0.23904417596114885
3,1,0.018839929024558014,0.12079359955483586,0.1362965301229738,0.31279184726831183,0.13619499914433025,0.27846103476325323,-0.3276643854332726,-0.2250575486442731
3,2,0.007996348788690714,0.12079359955483586,0.12722257392930164,0.31279184726831183,0.12894521904908324,0.27846103476325323,-0.32427736644923444,-0.24285871068393314
3,3,0.002609164605006253,0.12079359955483586,0.12322377901997654,0.31279184726831183,0.12701165076233467,0.3038912662484818,-0.31725810264156834,-0.2250575486442731
3,4,0.0028854026136120297,0.12079359955483586,0.12382902513402451,0.31279184726831183,0.12962679147789194,0.3394935903278018,-0.3054500843601638,-0.2225145254957503
3,5,0.00046534944015256413,0.10680697223796014,0.12215075436346347,0.2988052199514361,0.12979898299248765,0.3534802176446776,-0.29367201529181475,-0.2225145254957503
3,6,-0.0011606803961149354,0.09536336806960725,0.12214127507897475,0.32042091671388034,0.13117067756758732,0.3712813796843376,-0.28432542725440235,-0.18436917826790739
3,7,-0.00044790379835103853,0.12842266900040444,0.12300107503627687,0.32804998615944897,0.13306458904853832,0.3878110301497362,-0.27296246630680554,-0.18436917826790739
3,8,-0.0029680790543025267,0.14622383104006448,0.12023668726570516,0.32804998615944897,0.13044275006215988,0.3878110301497362,-0.2672300857152273,-0.19199824771347596
3,9,-0.00580567178057294,0.12842266900040444,0.11772494684232321,0.32804998615944897,0.12696292862076292,0.3878110301497362,-0.2703290863711082,-0.20598487503035168
3,10,-0.00030418375194096546,0.17928313197086163,0.12064225494489768,0.38526800700121333,0.1280487072192669,0.3878110301497362,-0.26784935792860504,-0.2250575486442731
3,11,-0.00016725660603038705,0.14622383104006448,0.12027825810462753,0.38526800700121333,0.12604903120624197,0.3878110301497362,-0.27695668718411937,-0.25557382642654747
3,-1,-0.00016725660603038705,0.14622383104006448,0.12027825810462753,0.38526800700121333,0.12604903120624197,0.3878110301497362,-0.27695668718411937,-0.25557382642654747
4,1,0.0020573979465674957,0.17928313197086163,0.12100885560039151,0.4132412616349648,0.12522600390931263,0.3878110301497362,-0.28072083934903985,-0.25557382642654747
4,2,0.0011191825774035855,0.17928313197086163,0.1201987542410544,0.4132412616349648,0.12342171986150025,0.3878110301497362,-0.28940949325052795,-0.25557382642654747
4,3,0.003686788118831583,0.17928313197086163,0.1223887704706159,0.4132412616349648,0.1243204534008643,0.3878110301497362,-0.295728523949944,-0.24158719910967172
4,4,0.006836749729132741,0.17165406252529306,0.12504839516917515,0.4056121921893962,0.1253641296730243,0.3878110301497362,-0.3014276296854272,-0.23014359494131884
4,5,0.007548397237431492,0.13859476159449588,0.1260278349333132,0.4056121921893962,0.12489196436779082,0.3928970764467819,-0.3091173460466043,-0.25048778012950174
4,6,0.007563665923617185,0.11316453010926729,0.1262682525133201,0.37763893755564476,0.12417387150620204,0.3928970764467819,-0.31459474157947565,-0.2581168495750703
4,7,0.008413866109005163,0.11316453010926729,0.12692990085424716,0.37763893755564476,0.1244159429628407,0.3928970764467819,-0.31563960997414886,-0.2581168495750703
4,8,0.00846880052113597,0.11316453010926729,0.12692955056226216,0.37763893755564476,0.12433608784654811,0.3928970764467819,-0.31472258812183646,-0.25048778012950174
4,9,0.008984460552752744,0.13859476159449588,0.1273626118388567,0.4056121921893962,0.12476588605115743,0.3928970764467819,-0.31320989958493434,-0.25048778012950174
4,10,0.009114622503107413,0.13859476159449588,0.12753988587933993,0.4056121921893962,0.12496282604202841,0.3928970764467819,-0.3126021176400818,-0.25048778012950174
4,11,0.009139842638446213,0.13859476159449588,0.12759477143182116,0.4056121921893962,0.12507514349860954,0.3928970764467819,-0.3123428340299642,-0.25048778012950174
4,-1,0.009139842638446213,0.13859476159449588,0.12759477143182116,0.4056121921893962,0.12507514349860954,0.3928970764467819,-0.3123428340299642,-0.25048778012950174
1 epoch steps cosine_pearson cosine_spearman euclidean_pearson euclidean_spearman manhattan_pearson manhattan_spearman dot_pearson dot_spearman
2 0 1 0.29738159236885175 0.4043406806151348 0.3024751811545745 0.37382440283286045 0.34415458154004197 0.4157842847834876 0.6526780680194606 0.7883371760420866
3 0 2 0.3031624283631789 0.4043406806151348 0.3063872574246541 0.37382440283286045 0.3468390097109744 0.43358544682314765 0.6524461638210243 0.7883371760420866
4 0 3 0.3308686415429029 0.47173079405099055 0.3317033289712859 0.4170557963577491 0.36844401073225047 0.46028718988263767 0.649524083572255 0.7883371760420866
5 0 4 0.40395061881095135 0.5454784653581536 0.38865946830340165 0.4501150972885462 0.41642762858928484 0.49970404868474205 0.6462118438493869 0.7349336899231066
6 0 5 0.4690692636015163 0.6421133450020222 0.4261379328804661 0.517505210724402 0.4450992418572448 0.5098761412788335 0.6164959778813233 0.718404039457708
7 0 6 0.5791958270092159 0.6866162501011722 0.5558189908870489 0.5798092778632121 0.5487493810448505 0.5670941621205978 0.3917783770867643 0.5264057917442321
8 0 7 0.510566081904828 0.6739011343585579 0.5316794464392648 0.6573714838931594 0.5226629009112731 0.6484709028733293 0.35744650840656694 0.5416639306353692
9 0 8 0.4443079914029197 0.6344842755564536 0.46827126769587707 0.5899813704573036 0.4606183740862636 0.5620081158235521 0.34577712395328614 0.5098761412788335
10 0 9 0.34594114917243524 0.5213197454471864 0.40695225907114013 0.5213197454471864 0.40457579877748406 0.5047900949817878 0.19014969255461509 0.3496656829218933
11 0 10 0.214853163234958 0.25430231485228605 0.3657876873610591 0.42722788895184055 0.3674871146832529 0.42977091210036333 -0.15735148830508822 -0.2682889421691617
12 0 11 0.20740278836911152 0.24667324540671745 0.3741452792515685 0.44757207414002337 0.3746461436966742 0.4882604445163891 -0.29174997403787717 -0.32042091671388034
13 0 -1 0.20740278836911152 0.24667324540671745 0.3741452792515685 0.44757207414002337 0.3746461436966742 0.4882604445163891 -0.29174997403787717 -0.32042091671388034
14 1 1 0.21195227269086533 0.2949906852286518 0.3668300212223982 0.5086046297045721 0.36395699921602276 0.5314918380412778 -0.36634435751159594 -0.32296393986240324
15 1 2 0.2129577525577658 0.32296393986240324 0.3570662466574941 0.4806313750708206 0.352772454584097 0.5035185834075263 -0.41868246318031416 -0.4157842847834876
16 1 3 0.20293618800348423 0.32296393986240324 0.3419572681163655 0.4806313750708206 0.3372610441731936 0.481902886645082 -0.4474005812901089 -0.5060616065560491
17 1 4 0.17144181344932358 0.30261975467422036 0.31052993473368584 0.4412145162687163 0.3076937086463892 0.455201143585592 -0.45132747044250165 -0.4704592824767292
18 1 5 0.14026909929533404 0.30261975467422036 0.27343917064162243 0.3789104491299062 0.27340116543850923 0.4348569583974091 -0.4214408431992714 -0.3878110301497362
19 1 6 0.13454997172365227 0.2822755694860375 0.2457614332889927 0.42849940052610197 0.24688824937419793 0.4539296320113305 -0.3648451590160225 -0.27718952318899176
20 1 7 0.1331087110950763 0.345851148199109 0.23642577568955542 0.46155870145689915 0.23959367144640473 0.44757207414002337 -0.26347993342233444 -0.12842266900040444
21 1 8 0.13032848933801877 0.4259563773775791 0.22876740369755144 0.48317439821934344 0.23535124017627 0.48444590979360486 -0.12748764441984117 0.1436808078915416
22 1 9 0.11913817418720092 0.3839964954269519 0.2243350534651157 0.4590156783083763 0.23390496284877504 0.4806313750708206 -0.13195079706887594 0.02924476620801289
23 1 10 0.09908620780621555 0.29244766208012896 0.21184576412439243 0.4590156783083763 0.22340873546624357 0.45265812043706916 -0.1504188036494243 -0.03941685880210433
24 1 11 0.10138695661506811 0.31787789356535756 0.20575075156909073 0.4590156783083763 0.21855457228885938 0.45265812043706916 -0.11363359592272457 0.024158719910967172
25 1 -1 0.10138695661506811 0.31787789356535756 0.20575075156909073 0.4590156783083763 0.21855457228885938 0.45265812043706916 -0.11363359592272457 0.024158719910967172
26 2 1 0.10867633791806154 0.35093719449615474 0.21099676265373304 0.4590156783083763 0.2241232636291513 0.49588951396195774 -0.10808401211745591 0.06230406713881007
27 2 2 0.11741482095041503 0.39035405329825906 0.2194488313638225 0.4590156783083763 0.23193273735549827 0.49588951396195774 -0.11155469427645483 0.045774416673411485
28 2 3 0.12690623354373742 0.381453472278429 0.22396853819293433 0.48444590979360486 0.23584484802596112 0.5213197454471864 -0.07886137947041366 0.18182615511938452
29 2 4 0.12933304881088992 0.381453472278429 0.22697508159942292 0.4806313750708206 0.23674997980816412 0.5213197454471864 -0.09351384507028047 0.1767401088223388
30 2 5 0.12356234377761036 0.41196975006070335 0.22315724561316355 0.48444590979360486 0.2299074039866915 0.4984325371104806 -0.13863187134963048 0.1296941805746659
31 2 6 0.11230042528498023 0.3789104491299062 0.21486702249380507 0.47300230562525203 0.2197463749379041 0.4806313750708206 -0.1972657347806303 -0.0673901134358558
32 2 7 0.09858093046235299 0.32042091671388034 0.20428540441451176 0.4590156783083763 0.20743199881610835 0.4806313750708206 -0.25326113634636754 -0.1347802268717116
33 2 8 0.08071875254453191 0.24158719910967172 0.1894780550485504 0.40179765746661195 0.19113703629921694 0.4361284699716705 -0.2957567988780469 -0.21869999077296598
34 2 9 0.06421951768430245 0.2657459190206389 0.1751474992445138 0.3534802176446776 0.17593103378984887 0.38908254172399764 -0.3094294134371616 -0.25048778012950174
35 2 10 0.04799988063577147 0.19708429401052166 0.16143814661840797 0.3661953333872919 0.16114118275761535 0.38526800700121333 -0.3199709970266754 -0.2225145254957503
36 2 11 0.032980850476875434 0.17165406252529306 0.14817240376204094 0.31279184726831183 0.147006192188734 0.31787789356535756 -0.3275241536824916 -0.23904417596114885
37 2 -1 0.032980850476875434 0.17165406252529306 0.14817240376204094 0.31279184726831183 0.147006192188734 0.31787789356535756 -0.3275241536824916 -0.23904417596114885
38 3 1 0.018839929024558014 0.12079359955483586 0.1362965301229738 0.31279184726831183 0.13619499914433025 0.27846103476325323 -0.3276643854332726 -0.2250575486442731
39 3 2 0.007996348788690714 0.12079359955483586 0.12722257392930164 0.31279184726831183 0.12894521904908324 0.27846103476325323 -0.32427736644923444 -0.24285871068393314
40 3 3 0.002609164605006253 0.12079359955483586 0.12322377901997654 0.31279184726831183 0.12701165076233467 0.3038912662484818 -0.31725810264156834 -0.2250575486442731
41 3 4 0.0028854026136120297 0.12079359955483586 0.12382902513402451 0.31279184726831183 0.12962679147789194 0.3394935903278018 -0.3054500843601638 -0.2225145254957503
42 3 5 0.00046534944015256413 0.10680697223796014 0.12215075436346347 0.2988052199514361 0.12979898299248765 0.3534802176446776 -0.29367201529181475 -0.2225145254957503
43 3 6 -0.0011606803961149354 0.09536336806960725 0.12214127507897475 0.32042091671388034 0.13117067756758732 0.3712813796843376 -0.28432542725440235 -0.18436917826790739
44 3 7 -0.00044790379835103853 0.12842266900040444 0.12300107503627687 0.32804998615944897 0.13306458904853832 0.3878110301497362 -0.27296246630680554 -0.18436917826790739
45 3 8 -0.0029680790543025267 0.14622383104006448 0.12023668726570516 0.32804998615944897 0.13044275006215988 0.3878110301497362 -0.2672300857152273 -0.19199824771347596
46 3 9 -0.00580567178057294 0.12842266900040444 0.11772494684232321 0.32804998615944897 0.12696292862076292 0.3878110301497362 -0.2703290863711082 -0.20598487503035168
47 3 10 -0.00030418375194096546 0.17928313197086163 0.12064225494489768 0.38526800700121333 0.1280487072192669 0.3878110301497362 -0.26784935792860504 -0.2250575486442731
48 3 11 -0.00016725660603038705 0.14622383104006448 0.12027825810462753 0.38526800700121333 0.12604903120624197 0.3878110301497362 -0.27695668718411937 -0.25557382642654747
49 3 -1 -0.00016725660603038705 0.14622383104006448 0.12027825810462753 0.38526800700121333 0.12604903120624197 0.3878110301497362 -0.27695668718411937 -0.25557382642654747
50 4 1 0.0020573979465674957 0.17928313197086163 0.12100885560039151 0.4132412616349648 0.12522600390931263 0.3878110301497362 -0.28072083934903985 -0.25557382642654747
51 4 2 0.0011191825774035855 0.17928313197086163 0.1201987542410544 0.4132412616349648 0.12342171986150025 0.3878110301497362 -0.28940949325052795 -0.25557382642654747
52 4 3 0.003686788118831583 0.17928313197086163 0.1223887704706159 0.4132412616349648 0.1243204534008643 0.3878110301497362 -0.295728523949944 -0.24158719910967172
53 4 4 0.006836749729132741 0.17165406252529306 0.12504839516917515 0.4056121921893962 0.1253641296730243 0.3878110301497362 -0.3014276296854272 -0.23014359494131884
54 4 5 0.007548397237431492 0.13859476159449588 0.1260278349333132 0.4056121921893962 0.12489196436779082 0.3928970764467819 -0.3091173460466043 -0.25048778012950174
55 4 6 0.007563665923617185 0.11316453010926729 0.1262682525133201 0.37763893755564476 0.12417387150620204 0.3928970764467819 -0.31459474157947565 -0.2581168495750703
56 4 7 0.008413866109005163 0.11316453010926729 0.12692990085424716 0.37763893755564476 0.1244159429628407 0.3928970764467819 -0.31563960997414886 -0.2581168495750703
57 4 8 0.00846880052113597 0.11316453010926729 0.12692955056226216 0.37763893755564476 0.12433608784654811 0.3928970764467819 -0.31472258812183646 -0.25048778012950174
58 4 9 0.008984460552752744 0.13859476159449588 0.1273626118388567 0.4056121921893962 0.12476588605115743 0.3928970764467819 -0.31320989958493434 -0.25048778012950174
59 4 10 0.009114622503107413 0.13859476159449588 0.12753988587933993 0.4056121921893962 0.12496282604202841 0.3928970764467819 -0.3126021176400818 -0.25048778012950174
60 4 11 0.009139842638446213 0.13859476159449588 0.12759477143182116 0.4056121921893962 0.12507514349860954 0.3928970764467819 -0.3123428340299642 -0.25048778012950174
61 4 -1 0.009139842638446213 0.13859476159449588 0.12759477143182116 0.4056121921893962 0.12507514349860954 0.3928970764467819 -0.3123428340299642 -0.25048778012950174