embedder-distilroberta-base-512 / eval /similarity_evaluation_sts-dev_results.csv
bayang's picture
commit for this model
88066e9
epoch,steps,cosine_pearson,cosine_spearman,euclidean_pearson,euclidean_spearman,manhattan_pearson,manhattan_spearman,dot_pearson,dot_spearman
0,110,0.8381298917685754,0.8400499259557977,0.81836824060243,0.8181020941028954,0.816969237023518,0.8166791981044108,0.7407984812707894,0.7416625242847398
0,220,0.8480511079913206,0.8528601856745875,0.834716310710108,0.8334435370608936,0.8329076670400135,0.8315304254220508,0.7674282543591235,0.7644510925024771
0,330,0.8508915364863742,0.8564509309035795,0.8387571151177408,0.8379679779016567,0.8369006960284813,0.8361206723579908,0.7844915292449214,0.7817721153268277
0,440,0.8557064979710227,0.8611955419533044,0.8468867419139994,0.8456673212865037,0.8452416708277,0.8439457435874994,0.8040176037557712,0.8003833843818777
0,550,0.8564337018770349,0.8630847033977044,0.8492747631039675,0.8490501189916672,0.8474226926437634,0.8471731497264887,0.8064106670111241,0.8048643696766761
0,660,0.8553398765746136,0.8614246416313641,0.8475305659866867,0.847154253669338,0.8458216734251496,0.845325340623757,0.8010748815306313,0.7991579671671867
0,770,0.8582094389664875,0.8639732502734554,0.8493406656346715,0.8490593635249999,0.8474476531461849,0.8469633432584163,0.8034683648437582,0.8019204103522616
0,880,0.8579398479800547,0.8643185707961554,0.8490041163107888,0.8488056223818735,0.8469359608259044,0.8464492247130391,0.803627158225343,0.8023824622721413
0,990,0.8595100889847358,0.8653485473642043,0.851029249117774,0.8504758922163338,0.8490758741546047,0.848539090169704,0.8044435000718323,0.8026331403808571
0,1100,0.8583939366075263,0.8640773891352659,0.8489721328490099,0.8487616383657938,0.8469573480988913,0.8466160746094443,0.8040392011194697,0.8025062257026374
0,-1,0.8583939366075263,0.8640773891352659,0.8489721328490099,0.8487616383657938,0.8469573480988913,0.8466160746094443,0.8040392011194697,0.8025062257026374