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初始化项目，由ModelHub XC社区提供模型

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Model: NbAiLab/nb-sbert-base
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ModelHub XC
2026-07-29 20:17:55 +08:00
commit 65c27cf3c9
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eval/similarity_evaluation_sts-dev_results.csv Normal file
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epoch,steps,cosine_pearson,cosine_spearman,euclidean_pearson,euclidean_spearman,manhattan_pearson,manhattan_spearman,dot_pearson,dot_spearman
0,1647,0.823375587514228,0.8265825704334538,0.8273972164909515,0.8292214672723786,0.8268840482871875,0.8283000360315067,0.8022955514671963,0.8006369955886341
0,3294,0.8318956230225233,0.8340475951581009,0.8349323944058863,0.835464435993529,0.8345877379588028,0.834995629472717,0.8103564960851812,0.8066427524023101
0,4941,0.828103495909552,0.831719114903505,0.8292618436661121,0.8318879068349369,0.8289486077904916,0.8315578247566098,0.8080373423735806,0.8069119429795405
0,6588,0.8256351268185107,0.8299253289680852,0.8287684115268311,0.830869096523304,0.8290049577465493,0.8311304472374726,0.8009607820136238,0.7986429675221425
0,8235,0.8235746706117698,0.8264818265916876,0.826661103205969,0.8295939052518218,0.8265861275744042,0.8294574834494906,0.7993636707446155,0.7966738647397561
0,9882,0.8333018947237008,0.8353349127724712,0.8336345633856252,0.8368681832577541,0.8340102013902385,0.8374881829417399,0.8086112939096168,0.8058078425734608
0,11529,0.833741268658269,0.8363397426474096,0.8301428078897971,0.8335788510623737,0.8300640056874611,0.8334126079162164,0.813440371609937,0.8114798251354435
0,13176,0.8303966197645557,0.8327355088433634,0.830594023192226,0.8340560293276226,0.8304148121939335,0.8338880327704051,0.8058855480985928,0.8035656381791165
0,14823,0.834921212698747,0.8369408800729372,0.833990310947668,0.8374576330985931,0.8337706796275132,0.8372014318541703,0.8136963551460357,0.8112018516340024
0,16470,0.8382865802719606,0.8397542610180401,0.8352120088313325,0.8390880986366062,0.8350079932947272,0.8387915325956439,0.8176968683400706,0.8152200305635741
0,-1,0.8382865920818949,0.8397542610180401,0.835212018493872,0.8390880986366062,0.8350080052606882,0.8387915325956439,0.8176968836585897,0.8152200305635741
1 epoch steps cosine_pearson cosine_spearman euclidean_pearson euclidean_spearman manhattan_pearson manhattan_spearman dot_pearson dot_spearman
2 0 1647 0.823375587514228 0.8265825704334538 0.8273972164909515 0.8292214672723786 0.8268840482871875 0.8283000360315067 0.8022955514671963 0.8006369955886341
3 0 3294 0.8318956230225233 0.8340475951581009 0.8349323944058863 0.835464435993529 0.8345877379588028 0.834995629472717 0.8103564960851812 0.8066427524023101
4 0 4941 0.828103495909552 0.831719114903505 0.8292618436661121 0.8318879068349369 0.8289486077904916 0.8315578247566098 0.8080373423735806 0.8069119429795405
5 0 6588 0.8256351268185107 0.8299253289680852 0.8287684115268311 0.830869096523304 0.8290049577465493 0.8311304472374726 0.8009607820136238 0.7986429675221425
6 0 8235 0.8235746706117698 0.8264818265916876 0.826661103205969 0.8295939052518218 0.8265861275744042 0.8294574834494906 0.7993636707446155 0.7966738647397561
7 0 9882 0.8333018947237008 0.8353349127724712 0.8336345633856252 0.8368681832577541 0.8340102013902385 0.8374881829417399 0.8086112939096168 0.8058078425734608
8 0 11529 0.833741268658269 0.8363397426474096 0.8301428078897971 0.8335788510623737 0.8300640056874611 0.8334126079162164 0.813440371609937 0.8114798251354435
9 0 13176 0.8303966197645557 0.8327355088433634 0.830594023192226 0.8340560293276226 0.8304148121939335 0.8338880327704051 0.8058855480985928 0.8035656381791165
10 0 14823 0.834921212698747 0.8369408800729372 0.833990310947668 0.8374576330985931 0.8337706796275132 0.8372014318541703 0.8136963551460357 0.8112018516340024
11 0 16470 0.8382865802719606 0.8397542610180401 0.8352120088313325 0.8390880986366062 0.8350079932947272 0.8387915325956439 0.8176968683400706 0.8152200305635741
12 0 -1 0.8382865920818949 0.8397542610180401 0.835212018493872 0.8390880986366062 0.8350080052606882 0.8387915325956439 0.8176968836585897 0.8152200305635741