Bert-MLM_arXiv-MP-class_zbMath / eval /similarity_evaluation_results.csv
math-similarity's picture
First model version
d2a9d46
epoch,steps,cosine_pearson,cosine_spearman,euclidean_pearson,euclidean_spearman,manhattan_pearson,manhattan_spearman,dot_pearson,dot_spearman
0,-1,0.580587707805439,0.5836973922399212,0.567783925987104,0.5762584162360196,0.5674072630470945,0.5758726470882123,0.566869504438936,0.5762770999960848
1,-1,0.6037090711974341,0.6061805179699309,0.5917648197140558,0.6009638022586687,0.591454123793158,0.6006414369411773,0.5916902724260265,0.6001827255697613
2,-1,0.6098680044158504,0.6115546288008358,0.5999649131146024,0.6091150026619339,0.599809036001184,0.6088714623215419,0.6038350636523899,0.6086717214106928
3,-1,0.6047743841200379,0.6054109340114531,0.5954692775878173,0.6061611755843488,0.5952002922278831,0.6057060749847829,0.6012128348021065,0.6034136254123067
4,-1,0.5963386823892892,0.5963051048612416,0.5886542193297761,0.5976132283585791,0.588472276516305,0.5972193134427582,0.5938671151026378,0.5946043011441176
5,-1,0.5860307800729445,0.5856275336953223,0.5769319757672137,0.5873380498810782,0.5767029656716453,0.5869158266710058,0.5837737994438457,0.5841299255260429
6,-1,0.578992179619182,0.5784673317535826,0.5701231813269092,0.579873041157889,0.5698775018008277,0.5793734125123647,0.5770921554190689,0.5771081495984012
7,-1,0.5736378767069094,0.5729875592372567,0.5641024993899404,0.5740919882834806,0.5638615589354287,0.5735686383860469,0.5720921381551436,0.5719122963128618
8,-1,0.5691699915182602,0.568700222006807,0.5589406127189172,0.569694502824293,0.5586327017794752,0.5690452874400074,0.5674971853551203,0.5675476613239131
9,-1,0.5670806773183501,0.5667314334671548,0.5566470228081728,0.5676464191173025,0.5563524461839533,0.5670197836087234,0.565548155518487,0.5656917829287541