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初始化项目，由ModelHub XC社区提供模型

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Model: TingChenChang/multi-qa-mpnet-zh
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2026-07-31 14:52:17 +08:00
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epoch,steps,cosine_pearson,cosine_spearman,euclidean_pearson,euclidean_spearman,manhattan_pearson,manhattan_spearman,dot_pearson,dot_spearman
0,1000,0.7629035906621146,0.7842249006495091,0.6364538956940605,0.6778165271861408,0.6345425314339904,0.6757520820715905,0.4553958475246221,0.5255485892665057
0,2000,0.7728511131886094,0.7925252371910556,0.7658483887580377,0.7777408297401831,0.7640118586220203,0.7766239245385841,0.5772313479729435,0.6113671931928488
0,3000,0.7717732641920682,0.791849290937038,0.7869922776113134,0.7931611737552232,0.7854899603821509,0.7921327806295796,0.6171805011997781,0.6381881563508299
0,4000,0.7724162686622553,0.7923886389766995,0.790915871059518,0.7954684307582307,0.7896909884887545,0.7945062083581826,0.6448460305114796,0.6608874972414434
0,5000,0.7684965594506217,0.789283168797404,0.7886069782120985,0.7932858207677319,0.787740338731014,0.7924920118454298,0.6564664964056413,0.6713145555362676
0,6000,0.7714017927595153,0.7911862415524744,0.7916391258065215,0.7960746801386601,0.7906596467745164,0.7952187711994523,0.6690895386313114,0.680620292642491
0,7000,0.7678474502411792,0.7898492178203845,0.7896621734201098,0.7945579434594102,0.7884672224588058,0.7932743430076358,0.6762158598785418,0.687038119490821
0,8000,0.7593730377523233,0.7844028886921589,0.7849030508330415,0.7911690273786037,0.7837849870407047,0.7898803390908001,0.6715549278768641,0.6822155385641808
0,9000,0.7639119935275679,0.788172982702887,0.787013146306845,0.7925746422340025,0.7858035596456088,0.790980941487723,0.6786354862920582,0.6899100048896932
0,10000,0.764337988821277,0.7871166639806947,0.7870095215051055,0.7921322416626823,0.7858631069321597,0.790981571786479,0.6826810617410292,0.6925308871297546
0,11000,0.7593929462609824,0.7855116210087307,0.7832003934991564,0.7892605222622866,0.7820261439746802,0.7878934022844406,0.6814442199982291,0.6927030963239129
0,-1,0.7589438927950686,0.7844964480115055,0.7837516178200493,0.7897560726543602,0.7827171436580161,0.788543609024197,0.6829991777770029,0.6927768300912257
1,1000,0.7569817070645236,0.7822452756968289,0.7824767122551421,0.7881050700425756,0.7813848935252531,0.7870529702501794,0.6816892630925534,0.691691777734857
1,2000,0.7545730587369087,0.7809866043899912,0.7824811256864898,0.7884474222727358,0.7814010859740413,0.7871373275387907,0.6800608547341389,0.6905093056947363
1 epoch steps cosine_pearson cosine_spearman euclidean_pearson euclidean_spearman manhattan_pearson manhattan_spearman dot_pearson dot_spearman
2 0 1000 0.7629035906621146 0.7842249006495091 0.6364538956940605 0.6778165271861408 0.6345425314339904 0.6757520820715905 0.4553958475246221 0.5255485892665057
3 0 2000 0.7728511131886094 0.7925252371910556 0.7658483887580377 0.7777408297401831 0.7640118586220203 0.7766239245385841 0.5772313479729435 0.6113671931928488
4 0 3000 0.7717732641920682 0.791849290937038 0.7869922776113134 0.7931611737552232 0.7854899603821509 0.7921327806295796 0.6171805011997781 0.6381881563508299
5 0 4000 0.7724162686622553 0.7923886389766995 0.790915871059518 0.7954684307582307 0.7896909884887545 0.7945062083581826 0.6448460305114796 0.6608874972414434
6 0 5000 0.7684965594506217 0.789283168797404 0.7886069782120985 0.7932858207677319 0.787740338731014 0.7924920118454298 0.6564664964056413 0.6713145555362676
7 0 6000 0.7714017927595153 0.7911862415524744 0.7916391258065215 0.7960746801386601 0.7906596467745164 0.7952187711994523 0.6690895386313114 0.680620292642491
8 0 7000 0.7678474502411792 0.7898492178203845 0.7896621734201098 0.7945579434594102 0.7884672224588058 0.7932743430076358 0.6762158598785418 0.687038119490821
9 0 8000 0.7593730377523233 0.7844028886921589 0.7849030508330415 0.7911690273786037 0.7837849870407047 0.7898803390908001 0.6715549278768641 0.6822155385641808
10 0 9000 0.7639119935275679 0.788172982702887 0.787013146306845 0.7925746422340025 0.7858035596456088 0.790980941487723 0.6786354862920582 0.6899100048896932
11 0 10000 0.764337988821277 0.7871166639806947 0.7870095215051055 0.7921322416626823 0.7858631069321597 0.790981571786479 0.6826810617410292 0.6925308871297546
12 0 11000 0.7593929462609824 0.7855116210087307 0.7832003934991564 0.7892605222622866 0.7820261439746802 0.7878934022844406 0.6814442199982291 0.6927030963239129
13 0 -1 0.7589438927950686 0.7844964480115055 0.7837516178200493 0.7897560726543602 0.7827171436580161 0.788543609024197 0.6829991777770029 0.6927768300912257
14 1 1000 0.7569817070645236 0.7822452756968289 0.7824767122551421 0.7881050700425756 0.7813848935252531 0.7870529702501794 0.6816892630925534 0.691691777734857
15 1 2000 0.7545730587369087 0.7809866043899912 0.7824811256864898 0.7884474222727358 0.7814010859740413 0.7871373275387907 0.6800608547341389 0.6905093056947363