multilingual-e5-large-ft-new / eval /Information-Retrieval_evaluation_dim_64_results.csv
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Add finetuned model
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epoch,steps,cosine-Accuracy@1,cosine-Accuracy@3,cosine-Accuracy@5,cosine-Accuracy@10,cosine-Precision@1,cosine-Recall@1,cosine-Precision@3,cosine-Recall@3,cosine-Precision@5,cosine-Recall@5,cosine-Precision@10,cosine-Recall@10,cosine-MRR@10,cosine-NDCG@10,cosine-MAP@100
1.0,102,0.29975429975429974,0.32678132678132676,0.36855036855036855,0.4176904176904177,0.29975429975429974,0.06362416385835158,0.28992628992628994,0.16476419853127783,0.2746928746928747,0.23005748042196741,0.23882063882063878,0.3304096609040308,0.3248088998088998,0.3537513951987132,0.39100355644247964
2.0,204,0.3488943488943489,0.3759213759213759,0.4226044226044226,0.4619164619164619,0.3488943488943489,0.06626640831877785,0.3374283374283374,0.17377819106433195,0.3253071253071253,0.24471592848584067,0.28501228501228504,0.3461018670941387,0.37316407316407313,0.3993700473246216,0.45017338364601395
3.0,306,0.35135135135135137,0.3882063882063882,0.4275184275184275,0.47911547911547914,0.35135135135135137,0.06816310418954177,0.34234234234234234,0.1738800704118303,0.3312039312039312,0.24315606989559924,0.29828009828009827,0.3522520076359607,0.3791535041535042,0.4093092541437843,0.4674344611030353
4.0,408,0.3783783783783784,0.40786240786240785,0.44471744471744473,0.49385749385749383,0.3783783783783784,0.06648394244330459,0.3693693693693693,0.17550662327107336,0.3518427518427519,0.24090558888421784,0.31891891891891894,0.35787310894400326,0.4025681525681524,0.43088282794952276,0.48557703792557183
5.0,510,0.3832923832923833,0.40786240786240785,0.44226044226044225,0.515970515970516,0.3832923832923833,0.07173208143411221,0.36855036855036855,0.18233729096924536,0.3518427518427518,0.25190444126490863,0.31965601965601964,0.37331942302390014,0.40871358371358363,0.4375547884383272,0.49220147025887917
6.0,612,0.4152334152334152,0.44717444717444715,0.47174447174447176,0.5208845208845209,0.4152334152334152,0.07740506613872296,0.4004914004914005,0.1969888242051906,0.3783783783783784,0.26611259782706964,0.3388206388206389,0.38081733627707165,0.43760091260091255,0.46224104142875316,0.5161398045128999
7.0,714,0.4275184275184275,0.44717444717444715,0.48157248157248156,0.5528255528255528,0.4275184275184275,0.07229615999650887,0.41277641277641275,0.18605045721601993,0.39262899262899265,0.2566235561370307,0.36019656019656016,0.38447481218565255,0.4508979758979758,0.47744766975442865,0.5224536883804053
8.0,816,0.4275184275184275,0.4594594594594595,0.5012285012285013,0.5626535626535627,0.4275184275184275,0.07431123966858116,0.41605241605241605,0.19407743503582311,0.39852579852579856,0.2700827990285974,0.36388206388206396,0.3942688730029463,0.4554843804843804,0.48514434966250736,0.5305579339773062
9.0,918,0.42997542997543,0.457002457002457,0.5036855036855037,0.5601965601965602,0.42997542997543,0.07364301968217936,0.4168714168714168,0.1888629218667645,0.4,0.2629568271298982,0.36781326781326784,0.39143468835057976,0.4565052065052065,0.4861775872278185,0.5313582255838409
10.0,1020,0.43243243243243246,0.457002457002457,0.5061425061425061,0.5651105651105651,0.43243243243243246,0.07272051875967844,0.4193284193284193,0.1871349201387628,0.40294840294840295,0.2616383258113969,0.371990171990172,0.39280718972308115,0.45888030888030884,0.4885667887984953,0.5317609303473808