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初始化项目，由ModelHub XC社区提供模型

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Model: good-ai-club/NBB
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2026-06-29 02:22:17 +08:00
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epoch,steps,cosine_pearson,cosine_spearman,euclidean_pearson,euclidean_spearman,manhattan_pearson,manhattan_spearman,dot_pearson,dot_spearman
0,355,0.5583366894931981,0.5879171457264535,0.6187228035582647,0.5960684291388293,0.6209547284361288,0.598161686529525,0.5605586812719913,0.5765079824234417
0,710,0.814789755750387,0.7952329696687719,0.8427306509253722,0.7951945084266873,0.8429860371854735,0.7944472289085838,0.8137734764741484,0.7925630073529761
0,1065,0.8601478906368689,0.8502536011267224,0.8677206348958932,0.8468601907364758,0.8670996418710004,0.8439405163911546,0.8595531882570833,0.8477452808832497
0,1420,0.8897907718256918,0.8896228159233622,0.8895600304717801,0.8842852573542318,0.8881327394622001,0.8782665485806255,0.8889850224003417,0.8850856651356128
0,1775,0.9065726666937967,0.8969793605424452,0.8966345452519291,0.8894135244684391,0.8946342911615138,0.884409581409222,0.9038213345576037,0.8914014494628125
0,2130,0.9117361342124195,0.8990334974184645,0.902806613452293,0.8927821057615118,0.9010190376183855,0.8886955172139939,0.9097857102013863,0.8938156045555407
0,2485,0.9248252751841822,0.9046015168752581,0.9114634130088588,0.9008984083156336,0.9100354159816207,0.8982788335010796,0.9227149782552097,0.9000055899052011
0,2840,0.9216924753356608,0.9032251329619665,0.9086717248930668,0.9004584504373058,0.9078365442886039,0.8981115133707428,0.9203591277404498,0.8991820055204256
0,-1,0.9294272069813354,0.9070461767611926,0.9135173566708763,0.9034696949109786,0.9127342624787116,0.9019091939599311,0.9284588841912416,0.9043518401633839
1,355,0.9347104854233528,0.9103188516418075,0.9178172543947876,0.9067658328102401,0.9169403320011045,0.9046974698313819,0.9332283804181861,0.9054252673424329
1,710,0.9358837992088574,0.9114909294463441,0.9199105165571793,0.9088674318239877,0.9193868435419604,0.9074220966452082,0.934698235492454,0.908456047204866
1,1065,0.9389151039780615,0.9121177531346226,0.9207260416846682,0.9104825836560623,0.9202248333712243,0.9095908821132189,0.9374035482964748,0.9096480685485159
1,1420,0.9455436041007601,0.9168209882584631,0.9276233616834709,0.9151665777027929,0.9272640365309093,0.9143808013386198,0.944646818823039,0.9152520740392804
1,1775,0.9453875738873628,0.9157874034381355,0.9264486700912917,0.9132700290004935,0.9258078418314356,0.9114939922410135,0.9440308509281532,0.9124613261650951
1,2130,0.9465193346456511,0.9174864954824391,0.9293857682699497,0.9150580092645108,0.929030891668863,0.9134669568624789,0.9456879515406806,0.9149568371900135
1,2485,0.9487366406980677,0.9167874303508584,0.9306433954550803,0.9150139219891529,0.9302684186655796,0.9133864775152748,0.9480502524517572,0.9146857577154789
1,2840,0.9518258923785943,0.9205472864773787,0.9333049180540749,0.9182452149868892,0.93292884475146,0.9171070535000744,0.9510502411530556,0.9180957149652748
1,-1,0.9539887698552225,0.9224583181283939,0.9341618974208978,0.919954341719721,0.933730648406728,0.9184093568097003,0.9533286682123181,0.9206538466695796
2,355,0.955324099144229,0.922695412772351,0.9365832666573926,0.920425834674596,0.9361193257706135,0.9191137407012675,0.9546519778199754,0.9205911584846025
2,710,0.9547230367902307,0.921741513279418,0.9355327716771122,0.9197713397267115,0.9351816090063717,0.9185614201873189,0.9540460726032891,0.9195629248270117
2,1065,0.9540473935308138,0.9217706831850144,0.935350891379822,0.9190899123858166,0.935072252239686,0.9179726927456412,0.9534029564405359,0.9201026755352946
2,1420,0.9566058136633234,0.92398164920871,0.9378832239072554,0.9219724620771569,0.9374838875986832,0.9211660514424304,0.9560243081195118,0.9225500435855684
2,1775,0.95584668996074,0.9232107864059828,0.9371577994299786,0.9217490347089926,0.9370241395765756,0.9207141149518449,0.9555026556334517,0.9224760119665925
2,2130,0.9587730663376958,0.9249458446864519,0.9390480007787791,0.9233303628195288,0.9388292439989915,0.922631492484566,0.9581225658931,0.9241911675955138
2,2485,0.9586087137487693,0.9238832363735751,0.9394687631045276,0.9221467269033127,0.9390993294666172,0.9210556150078436,0.9579446679739171,0.9233739343947002
2,2840,0.9594830685316189,0.9238792756195224,0.9401532436143242,0.9225412071212963,0.940226161118004,0.9222793570475284,0.9591611694592489,0.9232293128920515
2,-1,0.9610816998887871,0.9263539408210805,0.9411500422711135,0.9246844516888534,0.9411594745775475,0.9241989412641242,0.9606794108101743,0.9252238375560139
3,355,0.9638962526829634,0.9268487591265989,0.9437122800681477,0.9253208888313675,0.9436631481001093,0.9248107781158977,0.9633653491367968,0.9257145878133753
3,710,0.9640071994377717,0.9274325399963707,0.9440418439308584,0.9253018951646795,0.9439568740634646,0.9250727383172144,0.9633307039540846,0.925861600931539
3,1065,0.9652406893497275,0.9285917724728945,0.9450125347422205,0.9267269362200838,0.9448994304486278,0.9260807047683052,0.9647702034947601,0.9276689291019933
3,1420,0.9662743351721511,0.9296478944876604,0.9459920553671606,0.9280785560887586,0.9460151241458922,0.9273763040826746,0.9658216336323329,0.9288338801807885
3,1775,0.9663593724143488,0.9290290018066383,0.945807606246542,0.9275751542631003,0.9458155741725812,0.9269933099620016,0.965960327795632,0.9285452214343378
3,2130,0.966722703524383,0.9290490254448027,0.9460980687956181,0.9272413951277594,0.9460403227878083,0.9260969881827996,0.9663423767286617,0.9283070806156174
3,2485,0.9687460491838675,0.9312713074772231,0.9483430760485022,0.9299038743944714,0.9483310592870006,0.9293301896535613,0.9684352270351246,0.9309801892734233
3,2840,0.9694650595968591,0.9312770775900531,0.9484487627064206,0.9299710820099024,0.9484258726161442,0.9291835468844759,0.9691118568077712,0.9311688199688152
3,-1,0.971046083727986,0.9324588754112599,0.9504447377218922,0.9309203799173904,0.9503996836541595,0.9304612813180594,0.9706866504403765,0.9323868573260796
4,355,0.9716182572783036,0.9319985187596311,0.9506895610295362,0.9305972871535784,0.9506707851378341,0.9302168040905692,0.9713243160088493,0.9319639437980494
4,710,0.9717784770520836,0.9325465505108973,0.9508240483784225,0.9308629880541769,0.9507582240372875,0.9304789117617296,0.9713933190122204,0.9322414835442265
4,1065,0.9724183844767168,0.9325009394377651,0.9508810802208263,0.9313230195468041,0.9508767541937196,0.9308221749413169,0.9719769497303579,0.9324036355817955
4,1420,0.9726713203839563,0.9337166653073762,0.9515327495994064,0.9323007837996008,0.9515645453887573,0.932004932800195,0.9723191641420994,0.9334167246481391
4,1775,0.9727339120485562,0.9335610765577419,0.9518613876315792,0.9317843689925049,0.9518644902787655,0.931490898381524,0.9724030586309488,0.9332385116734251
4,2130,0.9728508145984897,0.9332219559139694,0.9516485701201889,0.9319441050236982,0.9516282119327871,0.9312923585695627,0.9725508960138037,0.9332249167506295
4,2485,0.9735166233420254,0.9336009166898012,0.9522669293196775,0.9323572674271123,0.9522416591275855,0.9316663906523233,0.9731527539856639,0.9336297843912685
4,2840,0.9734989046495076,0.9337122939586225,0.9521763061406225,0.9324393394323598,0.9522017314099828,0.9317849628383919,0.9731794173431918,0.9336891450836925
4,-1,0.9736028744533611,0.9337770666025698,0.9522979858591861,0.9323910677249013,0.952311043088673,0.9317648540375867,0.9732812422229503,0.9337486787570943
0,355,0.9909294759846752,0.9406461146552008,0.9654585882624435,0.9404797567214133,0.9654469984342662,0.9403433196424966,0.9903764423216391,0.9406121900292931
0,710,0.9880007979364105,0.9394886099222778,0.9636521602072328,0.9393495689158023,0.9635992368354801,0.9392218386981466,0.9875295873970118,0.9393806466960986
0,1065,0.9867325785849648,0.9389293398757758,0.9617385397368801,0.9387052137207775,0.9617878758906122,0.9384154653901385,0.986235327246042,0.9387732953280533
0,1420,0.9830848782233071,0.9374171949457755,0.9585602242769784,0.9371737814439977,0.9585794745491611,0.9371685278166934,0.9828252327778624,0.9373252379128356
0,1775,0.9828017847661067,0.9375572152364644,0.9584212594512916,0.9373450786295814,0.9584767950192508,0.9369686860967126,0.9824997936828636,0.9373923721914251
0,2130,0.9833369349179267,0.9373208578197997,0.9593422166245292,0.9372360694280912,0.9593251863330297,0.9368732383428817,0.9829620569746693,0.9370269285892987
0,2485,0.9809210060380957,0.9361673304384327,0.9564078452143101,0.9358385277755191,0.9564961986174151,0.9355276587745383,0.980485194610244,0.9358854886472471
0,2840,0.9827698938535824,0.9374750412112209,0.9585475168239459,0.9371931702900773,0.9585221932226314,0.9368593170878714,0.9823418671952469,0.9373189147607697
0,-1,0.9843839061050649,0.9377060517826009,0.9600452752319536,0.9371118406262705,0.9600640327848027,0.9368631928264805,0.9837934505550873,0.9375202584288171
1,355,0.9838225314950014,0.9373059180333706,0.9598054144793794,0.9372103187466179,0.9598169128857215,0.937035957654217,0.9833738723208423,0.937429793501737
1,710,0.9813374141258323,0.9356522091041934,0.9577248981258397,0.9355660792591983,0.9576645252413685,0.9352571517473162,0.9809957194389275,0.9354612168508111
1,1065,0.9833693001876277,0.936879454851929,0.9595690539001053,0.9368708629777989,0.959667866033299,0.9366496756103173,0.9828714837460176,0.9369054134384645
1,1420,0.9840634003922895,0.93769154544788,0.9605231677829276,0.9374677879455038,0.9603741203716987,0.9370609412553488,0.9834718770491541,0.9377023609482472
1,1775,0.9824809737370099,0.9366572144108479,0.9593608674632799,0.9361388531178635,0.9595176205190066,0.9358299155091362,0.9820533323399783,0.9365056485523606
1,2130,0.9830453415845913,0.9377029958355131,0.9598305268302101,0.937236789641698,0.9598485417769319,0.9366538829321416,0.9826349536274687,0.9374591546706882
1,2485,0.9846919912172645,0.9385645153049571,0.9610526522631251,0.9381051003107669,0.9610272250271868,0.9376565826387366,0.9840897693730202,0.9383128193075232
1 epoch steps cosine_pearson cosine_spearman euclidean_pearson euclidean_spearman manhattan_pearson manhattan_spearman dot_pearson dot_spearman
2 0 355 0.5583366894931981 0.5879171457264535 0.6187228035582647 0.5960684291388293 0.6209547284361288 0.598161686529525 0.5605586812719913 0.5765079824234417
3 0 710 0.814789755750387 0.7952329696687719 0.8427306509253722 0.7951945084266873 0.8429860371854735 0.7944472289085838 0.8137734764741484 0.7925630073529761
4 0 1065 0.8601478906368689 0.8502536011267224 0.8677206348958932 0.8468601907364758 0.8670996418710004 0.8439405163911546 0.8595531882570833 0.8477452808832497
5 0 1420 0.8897907718256918 0.8896228159233622 0.8895600304717801 0.8842852573542318 0.8881327394622001 0.8782665485806255 0.8889850224003417 0.8850856651356128
6 0 1775 0.9065726666937967 0.8969793605424452 0.8966345452519291 0.8894135244684391 0.8946342911615138 0.884409581409222 0.9038213345576037 0.8914014494628125
7 0 2130 0.9117361342124195 0.8990334974184645 0.902806613452293 0.8927821057615118 0.9010190376183855 0.8886955172139939 0.9097857102013863 0.8938156045555407
8 0 2485 0.9248252751841822 0.9046015168752581 0.9114634130088588 0.9008984083156336 0.9100354159816207 0.8982788335010796 0.9227149782552097 0.9000055899052011
9 0 2840 0.9216924753356608 0.9032251329619665 0.9086717248930668 0.9004584504373058 0.9078365442886039 0.8981115133707428 0.9203591277404498 0.8991820055204256
10 0 -1 0.9294272069813354 0.9070461767611926 0.9135173566708763 0.9034696949109786 0.9127342624787116 0.9019091939599311 0.9284588841912416 0.9043518401633839
11 1 355 0.9347104854233528 0.9103188516418075 0.9178172543947876 0.9067658328102401 0.9169403320011045 0.9046974698313819 0.9332283804181861 0.9054252673424329
12 1 710 0.9358837992088574 0.9114909294463441 0.9199105165571793 0.9088674318239877 0.9193868435419604 0.9074220966452082 0.934698235492454 0.908456047204866
13 1 1065 0.9389151039780615 0.9121177531346226 0.9207260416846682 0.9104825836560623 0.9202248333712243 0.9095908821132189 0.9374035482964748 0.9096480685485159
14 1 1420 0.9455436041007601 0.9168209882584631 0.9276233616834709 0.9151665777027929 0.9272640365309093 0.9143808013386198 0.944646818823039 0.9152520740392804
15 1 1775 0.9453875738873628 0.9157874034381355 0.9264486700912917 0.9132700290004935 0.9258078418314356 0.9114939922410135 0.9440308509281532 0.9124613261650951
16 1 2130 0.9465193346456511 0.9174864954824391 0.9293857682699497 0.9150580092645108 0.929030891668863 0.9134669568624789 0.9456879515406806 0.9149568371900135
17 1 2485 0.9487366406980677 0.9167874303508584 0.9306433954550803 0.9150139219891529 0.9302684186655796 0.9133864775152748 0.9480502524517572 0.9146857577154789
18 1 2840 0.9518258923785943 0.9205472864773787 0.9333049180540749 0.9182452149868892 0.93292884475146 0.9171070535000744 0.9510502411530556 0.9180957149652748
19 1 -1 0.9539887698552225 0.9224583181283939 0.9341618974208978 0.919954341719721 0.933730648406728 0.9184093568097003 0.9533286682123181 0.9206538466695796
20 2 355 0.955324099144229 0.922695412772351 0.9365832666573926 0.920425834674596 0.9361193257706135 0.9191137407012675 0.9546519778199754 0.9205911584846025
21 2 710 0.9547230367902307 0.921741513279418 0.9355327716771122 0.9197713397267115 0.9351816090063717 0.9185614201873189 0.9540460726032891 0.9195629248270117
22 2 1065 0.9540473935308138 0.9217706831850144 0.935350891379822 0.9190899123858166 0.935072252239686 0.9179726927456412 0.9534029564405359 0.9201026755352946
23 2 1420 0.9566058136633234 0.92398164920871 0.9378832239072554 0.9219724620771569 0.9374838875986832 0.9211660514424304 0.9560243081195118 0.9225500435855684
24 2 1775 0.95584668996074 0.9232107864059828 0.9371577994299786 0.9217490347089926 0.9370241395765756 0.9207141149518449 0.9555026556334517 0.9224760119665925
25 2 2130 0.9587730663376958 0.9249458446864519 0.9390480007787791 0.9233303628195288 0.9388292439989915 0.922631492484566 0.9581225658931 0.9241911675955138
26 2 2485 0.9586087137487693 0.9238832363735751 0.9394687631045276 0.9221467269033127 0.9390993294666172 0.9210556150078436 0.9579446679739171 0.9233739343947002
27 2 2840 0.9594830685316189 0.9238792756195224 0.9401532436143242 0.9225412071212963 0.940226161118004 0.9222793570475284 0.9591611694592489 0.9232293128920515
28 2 -1 0.9610816998887871 0.9263539408210805 0.9411500422711135 0.9246844516888534 0.9411594745775475 0.9241989412641242 0.9606794108101743 0.9252238375560139
29 3 355 0.9638962526829634 0.9268487591265989 0.9437122800681477 0.9253208888313675 0.9436631481001093 0.9248107781158977 0.9633653491367968 0.9257145878133753
30 3 710 0.9640071994377717 0.9274325399963707 0.9440418439308584 0.9253018951646795 0.9439568740634646 0.9250727383172144 0.9633307039540846 0.925861600931539
31 3 1065 0.9652406893497275 0.9285917724728945 0.9450125347422205 0.9267269362200838 0.9448994304486278 0.9260807047683052 0.9647702034947601 0.9276689291019933
32 3 1420 0.9662743351721511 0.9296478944876604 0.9459920553671606 0.9280785560887586 0.9460151241458922 0.9273763040826746 0.9658216336323329 0.9288338801807885
33 3 1775 0.9663593724143488 0.9290290018066383 0.945807606246542 0.9275751542631003 0.9458155741725812 0.9269933099620016 0.965960327795632 0.9285452214343378
34 3 2130 0.966722703524383 0.9290490254448027 0.9460980687956181 0.9272413951277594 0.9460403227878083 0.9260969881827996 0.9663423767286617 0.9283070806156174
35 3 2485 0.9687460491838675 0.9312713074772231 0.9483430760485022 0.9299038743944714 0.9483310592870006 0.9293301896535613 0.9684352270351246 0.9309801892734233
36 3 2840 0.9694650595968591 0.9312770775900531 0.9484487627064206 0.9299710820099024 0.9484258726161442 0.9291835468844759 0.9691118568077712 0.9311688199688152
37 3 -1 0.971046083727986 0.9324588754112599 0.9504447377218922 0.9309203799173904 0.9503996836541595 0.9304612813180594 0.9706866504403765 0.9323868573260796
38 4 355 0.9716182572783036 0.9319985187596311 0.9506895610295362 0.9305972871535784 0.9506707851378341 0.9302168040905692 0.9713243160088493 0.9319639437980494
39 4 710 0.9717784770520836 0.9325465505108973 0.9508240483784225 0.9308629880541769 0.9507582240372875 0.9304789117617296 0.9713933190122204 0.9322414835442265
40 4 1065 0.9724183844767168 0.9325009394377651 0.9508810802208263 0.9313230195468041 0.9508767541937196 0.9308221749413169 0.9719769497303579 0.9324036355817955
41 4 1420 0.9726713203839563 0.9337166653073762 0.9515327495994064 0.9323007837996008 0.9515645453887573 0.932004932800195 0.9723191641420994 0.9334167246481391
42 4 1775 0.9727339120485562 0.9335610765577419 0.9518613876315792 0.9317843689925049 0.9518644902787655 0.931490898381524 0.9724030586309488 0.9332385116734251
43 4 2130 0.9728508145984897 0.9332219559139694 0.9516485701201889 0.9319441050236982 0.9516282119327871 0.9312923585695627 0.9725508960138037 0.9332249167506295
44 4 2485 0.9735166233420254 0.9336009166898012 0.9522669293196775 0.9323572674271123 0.9522416591275855 0.9316663906523233 0.9731527539856639 0.9336297843912685
45 4 2840 0.9734989046495076 0.9337122939586225 0.9521763061406225 0.9324393394323598 0.9522017314099828 0.9317849628383919 0.9731794173431918 0.9336891450836925
46 4 -1 0.9736028744533611 0.9337770666025698 0.9522979858591861 0.9323910677249013 0.952311043088673 0.9317648540375867 0.9732812422229503 0.9337486787570943
47 0 355 0.9909294759846752 0.9406461146552008 0.9654585882624435 0.9404797567214133 0.9654469984342662 0.9403433196424966 0.9903764423216391 0.9406121900292931
48 0 710 0.9880007979364105 0.9394886099222778 0.9636521602072328 0.9393495689158023 0.9635992368354801 0.9392218386981466 0.9875295873970118 0.9393806466960986
49 0 1065 0.9867325785849648 0.9389293398757758 0.9617385397368801 0.9387052137207775 0.9617878758906122 0.9384154653901385 0.986235327246042 0.9387732953280533
50 0 1420 0.9830848782233071 0.9374171949457755 0.9585602242769784 0.9371737814439977 0.9585794745491611 0.9371685278166934 0.9828252327778624 0.9373252379128356
51 0 1775 0.9828017847661067 0.9375572152364644 0.9584212594512916 0.9373450786295814 0.9584767950192508 0.9369686860967126 0.9824997936828636 0.9373923721914251
52 0 2130 0.9833369349179267 0.9373208578197997 0.9593422166245292 0.9372360694280912 0.9593251863330297 0.9368732383428817 0.9829620569746693 0.9370269285892987
53 0 2485 0.9809210060380957 0.9361673304384327 0.9564078452143101 0.9358385277755191 0.9564961986174151 0.9355276587745383 0.980485194610244 0.9358854886472471
54 0 2840 0.9827698938535824 0.9374750412112209 0.9585475168239459 0.9371931702900773 0.9585221932226314 0.9368593170878714 0.9823418671952469 0.9373189147607697
55 0 -1 0.9843839061050649 0.9377060517826009 0.9600452752319536 0.9371118406262705 0.9600640327848027 0.9368631928264805 0.9837934505550873 0.9375202584288171
56 1 355 0.9838225314950014 0.9373059180333706 0.9598054144793794 0.9372103187466179 0.9598169128857215 0.937035957654217 0.9833738723208423 0.937429793501737
57 1 710 0.9813374141258323 0.9356522091041934 0.9577248981258397 0.9355660792591983 0.9576645252413685 0.9352571517473162 0.9809957194389275 0.9354612168508111
58 1 1065 0.9833693001876277 0.936879454851929 0.9595690539001053 0.9368708629777989 0.959667866033299 0.9366496756103173 0.9828714837460176 0.9369054134384645
59 1 1420 0.9840634003922895 0.93769154544788 0.9605231677829276 0.9374677879455038 0.9603741203716987 0.9370609412553488 0.9834718770491541 0.9377023609482472
60 1 1775 0.9824809737370099 0.9366572144108479 0.9593608674632799 0.9361388531178635 0.9595176205190066 0.9358299155091362 0.9820533323399783 0.9365056485523606
61 1 2130 0.9830453415845913 0.9377029958355131 0.9598305268302101 0.937236789641698 0.9598485417769319 0.9366538829321416 0.9826349536274687 0.9374591546706882
62 1 2485 0.9846919912172645 0.9385645153049571 0.9610526522631251 0.9381051003107669 0.9610272250271868 0.9376565826387366 0.9840897693730202 0.9383128193075232