multi-qa-MiniLM-BERT-Tiny-distill-L-2_H-128_A-cos-v1 / eval /similarity_evaluation_sts-dev_results.csv
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epoch,steps,cosine_pearson,cosine_spearman,euclidean_pearson,euclidean_spearman,manhattan_pearson,manhattan_spearman,dot_pearson,dot_spearman
0,5000,0.3697621766235149,0.38501540093455416,0.3335156629361671,0.384660769017221,0.34576004073328015,0.3903094401752158,0.18942398423701254,0.2055837735481542
0,10000,0.5940942051886566,0.6343462384808533,0.7153593454792246,0.7220201566368056,0.7129400061035415,0.7173490644452634,0.2482834738412168,0.2658996959557341
0,15000,0.6369537498302771,0.6834514592016304,0.7360544659924991,0.7418705778091025,0.7359448236143211,0.7420456028409211,0.3185181300633211,0.3239978054448774
0,20000,0.6621010305260911,0.7044623922136632,0.7456472583650187,0.7499848331858101,0.7433606087585409,0.7480140606964726,0.35535737414971813,0.3576410475236477
0,25000,0.6743407438544,0.712233304687065,0.751377548039761,0.7551105335653546,0.7493370317309724,0.7541379652785164,0.39018953800543843,0.3861580725416293
0,30000,0.6869863877224496,0.7229049490623568,0.7638062408486027,0.7665222211559845,0.7630624458044187,0.7661258365407981,0.42203975611154665,0.41110627837075214
0,35000,0.6875625032556367,0.721981105008432,0.7662695877684712,0.7695868805386455,0.7641835316439329,0.7677548501205137,0.42619509838877034,0.4124385550908823
0,40000,0.6988969529572453,0.7312450722556871,0.7722121119909544,0.7750345825008214,0.7706725428720459,0.7739634593873478,0.4545247342698737,0.43807230053901064
0,45000,0.7031816218438024,0.7330226695678355,0.7752959915745876,0.7776544886249579,0.7746393465129913,0.7773895667339474,0.4600861867493937,0.4422800685673915
0,50000,0.7091979698235666,0.7392855137475424,0.7802988337963697,0.7825266521296387,0.7794515163011579,0.7824472001175126,0.4831573976009872,0.4635994658424127
0,55000,0.7104148261841945,0.7394810637045575,0.7818092244509659,0.7838880107203724,0.781423416860159,0.7839729894267038,0.48672545413976503,0.46585721473147007
0,60000,0.7183004749653883,0.746051660765687,0.784841301134668,0.7869016587075961,0.7847679490022818,0.7870833919290976,0.5078737770181339,0.48687531820425917
0,65000,0.7171366135817246,0.7458411214744841,0.7876724402210397,0.7893503009668255,0.7881057444965363,0.7903301219277077,0.49933204384452345,0.47889395860371103
0,70000,0.7237810461938806,0.7512505095491974,0.7909163927555835,0.7928150780839817,0.7909531974558328,0.7931026273997623,0.5258394378861673,0.5062362461561896
0,75000,0.7246183859743416,0.7506950643260213,0.7911519703297338,0.792838449281507,0.7915011526757749,0.7934459852879627,0.5231370510962206,0.5023190637375976
0,80000,0.7246290572165239,0.7513445754504123,0.7911269593413934,0.7929437162580676,0.7913942173042547,0.793500004898196,0.5327632984614834,0.5138507176031883
0,85000,0.7245656420939942,0.7514271840483467,0.7925685362877396,0.794254316806655,0.7931958016008228,0.7949901518340357,0.5309995373908726,0.5108794646630153
0,90000,0.7262373355460406,0.752354912446589,0.7932222142684466,0.7949874365296706,0.7932940383663678,0.7951885683410719,0.5348291486684758,0.5143368407144678
0,95000,0.7285408199452068,0.7542474600160016,0.7944840786727769,0.7964460912691668,0.7943157656655708,0.7962178163823278,0.5437379353623373,0.5241195823410871
0,100000,0.7315067857476154,0.7571307733937073,0.797088245262872,0.798692035171663,0.7970540894978557,0.7987921669133627,0.5477842079222985,0.5287157225236085
0,105000,0.7330226632008132,0.7577485193716218,0.7957258751756785,0.797467591266163,0.7952876574687028,0.797042889724259,0.5562583190816899,0.5367639896436399
0,110000,0.73460568151346,0.7587820652433414,0.7965195451373087,0.7981658479757954,0.7962862711999881,0.7979076340940389,0.5607330360692707,0.5421638866086006
0,115000,0.7326607488535898,0.7569393640089446,0.7955001759386506,0.7969898204738147,0.7949146369507989,0.7964606190409915,0.5576449456970979,0.5386094713442728
0,120000,0.7338213876736226,0.7588646927397698,0.7971266576830995,0.7986500120109896,0.7966212414098279,0.7980300471703341,0.5599734022421267,0.541030081555687
0,125000,0.732690569674302,0.7575913092987167,0.7964416297264862,0.7980098923521546,0.7958062407781354,0.7974138581329957,0.5570423408609851,0.5380572485432492
0,130000,0.7350973399924425,0.7593537073121193,0.7972322722141676,0.7989400139904828,0.7963845242792722,0.7979129189756237,0.5621285956984263,0.5435247612132351
0,135000,0.731969958034816,0.7566462107817254,0.7959289448855419,0.7977308458962364,0.7951637817459125,0.7969245321725309,0.5561440716907706,0.5371939147950656
0,140000,0.7326344699402076,0.7573344870574239,0.7965972106284167,0.7982141042368555,0.7957587497026387,0.7973755449392956,0.5576059218096596,0.5386121350471788
0,-1,0.7336145981995439,0.7581824965394415,0.7968141867636835,0.7983683872614774,0.7959887306208324,0.7975514987973781,0.5598533003369435,0.540991512134052