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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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eval/similarity_evaluation_STS.en-en.txt_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
0,1000,0.8293205844619254,0.8419787459033459,0.6794723390345381,0.6755838576503266,0.6873264253805316,0.6802846430734095,0.5835118931200658,0.6811414629857533
0,2000,0.8392547412093986,0.8531016445052206,0.7949954282862768,0.789470177026649,0.7990578438745793,0.7926245351247616,0.6037096488371273,0.6793743920404666
0,3000,0.8440305704195653,0.8590774732882158,0.8384963401666484,0.8337122980725012,0.8396253453417017,0.833892964451506,0.6258701335552779,0.679714967384718
0,4000,0.8455026897990299,0.8613800086291485,0.8569539373110111,0.8519661370933485,0.8564639789206823,0.8518119940763678,0.6537428335174124,0.6858026555640757
0,5000,0.8449729472713324,0.8616717656114137,0.8626858626651913,0.8568245251023716,0.8611406568485954,0.8570251801020322,0.6704330864524474,0.695898830978032
0,6000,0.8409848384757502,0.8576725038940407,0.8635957827579509,0.856077258207084,0.8618113883489208,0.8543390170031278,0.6756650613031925,0.6972069324413366
0,7000,0.8401698762558922,0.8601514772519164,0.8640678580302994,0.8574368688082323,0.8622511906951611,0.8562191005344302,0.6815197298817903,0.699455652265119
0,8000,0.8362533929441562,0.8562898294998277,0.8640951977766022,0.8585889052718008,0.8617517010923053,0.8553223033807749,0.6798684454902298,0.6973779889065645
0,9000,0.8391277129089909,0.8588452977713673,0.8651653142353873,0.8602133650966393,0.8631801846419191,0.8575671792390465,0.697210858023822,0.7185690019741673
0,10000,0.8367924301102642,0.8574979878598532,0.866188861356406,0.8610674942331255,0.8641034381716037,0.8581483868242702,0.7067120087052444,0.7259790142892193
0,11000,0.8349516318951811,0.857133195532884,0.8659704546340554,0.8604878242341061,0.8636599641909686,0.8577282413939463,0.6995912775700288,0.7206827986085228
0,-1,0.831226376686493,0.8539830657968331,0.8613179607488938,0.8572615839809427,0.8591360541705144,0.8541706513137574,0.7063382811746434,0.7254470094625329
1,1000,0.8323427897537439,0.8547841482092713,0.8624871875056543,0.8567364982921757,0.860175446962519,0.8537055314869578,0.719176042516346,0.7408747650398845
1,2000,0.8299299745229648,0.8540257338140025,0.8605322920042283,0.8555479441562552,0.8584797330282151,0.8524277973511882,0.71705446492131,0.738827853405416
1 epoch steps cosine_pearson cosine_spearman euclidean_pearson euclidean_spearman manhattan_pearson manhattan_spearman dot_pearson dot_spearman
2 0 1000 0.8293205844619254 0.8419787459033459 0.6794723390345381 0.6755838576503266 0.6873264253805316 0.6802846430734095 0.5835118931200658 0.6811414629857533
3 0 2000 0.8392547412093986 0.8531016445052206 0.7949954282862768 0.789470177026649 0.7990578438745793 0.7926245351247616 0.6037096488371273 0.6793743920404666
4 0 3000 0.8440305704195653 0.8590774732882158 0.8384963401666484 0.8337122980725012 0.8396253453417017 0.833892964451506 0.6258701335552779 0.679714967384718
5 0 4000 0.8455026897990299 0.8613800086291485 0.8569539373110111 0.8519661370933485 0.8564639789206823 0.8518119940763678 0.6537428335174124 0.6858026555640757
6 0 5000 0.8449729472713324 0.8616717656114137 0.8626858626651913 0.8568245251023716 0.8611406568485954 0.8570251801020322 0.6704330864524474 0.695898830978032
7 0 6000 0.8409848384757502 0.8576725038940407 0.8635957827579509 0.856077258207084 0.8618113883489208 0.8543390170031278 0.6756650613031925 0.6972069324413366
8 0 7000 0.8401698762558922 0.8601514772519164 0.8640678580302994 0.8574368688082323 0.8622511906951611 0.8562191005344302 0.6815197298817903 0.699455652265119
9 0 8000 0.8362533929441562 0.8562898294998277 0.8640951977766022 0.8585889052718008 0.8617517010923053 0.8553223033807749 0.6798684454902298 0.6973779889065645
10 0 9000 0.8391277129089909 0.8588452977713673 0.8651653142353873 0.8602133650966393 0.8631801846419191 0.8575671792390465 0.697210858023822 0.7185690019741673
11 0 10000 0.8367924301102642 0.8574979878598532 0.866188861356406 0.8610674942331255 0.8641034381716037 0.8581483868242702 0.7067120087052444 0.7259790142892193
12 0 11000 0.8349516318951811 0.857133195532884 0.8659704546340554 0.8604878242341061 0.8636599641909686 0.8577282413939463 0.6995912775700288 0.7206827986085228
13 0 -1 0.831226376686493 0.8539830657968331 0.8613179607488938 0.8572615839809427 0.8591360541705144 0.8541706513137574 0.7063382811746434 0.7254470094625329
14 1 1000 0.8323427897537439 0.8547841482092713 0.8624871875056543 0.8567364982921757 0.860175446962519 0.8537055314869578 0.719176042516346 0.7408747650398845
15 1 2000 0.8299299745229648 0.8540257338140025 0.8605322920042283 0.8555479441562552 0.8584797330282151 0.8524277973511882 0.71705446492131 0.738827853405416