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ResearchFormerly WizWand

Document Ranking on MS MARCO Passage

82FD (%)CFIR
33.1245.8158.571.19Sep 1, 2024
Updated 6mo ago

Evaluation results

MethodLinks
CFIRRetrieval Model=MonoT5, Classifier=LR2024.098213.1565
CFIRRetrieval Model=MonoT5, Classifier=RF2024.098012.1364
CFIRRetrieval Model=Splade, Classifier=LR2024.098012.1563
CFIRRetrieval Model=Splade, Classifier=RF2024.097811.2362
CFIRRetrieval Model=ColBERT, Classifier=LR2024.097514.1261
Top-K'Retrieval Model=MonoT5, Classifier=NA2024.097514.11100
CFIRRetrieval Model=DRMM, Classifier=RF2024.097211.3148
CFIRRetrieval Model=ColBERT, Classifier=RF2024.097212.4156
Top-K'Retrieval Model=Splade, Classifier=NA2024.097113.05100
CFIRRetrieval Model=BM25, Classifier=LR2024.096917.1458
CFIRRetrieval Model=DRMM, Classifier=LR2024.096812.3762
CFIRRetrieval Model=BM25, Classifier=RF2024.096510.6466
CFIRRetrieval Model=DSSM, Classifier=LR2024.096215.7854
CFIRRetrieval Model=DSSM, Classifier=RF2024.095711.5258
QWRetrieval Model=ColBERT, Classifier=NA2024.09564.78100
QWRetrieval Model=MonoT5, Classifier=NA2024.095210.15100
QWRetrieval Model=BM25, Classifier=NA2024.09505.61100
QWRetrieval Model=DSSM, Classifier=NA2024.09495.32100
QWRetrieval Model=Splade, Classifier=NA2024.094910.15100
QWRetrieval Model=DRMM, Classifier=NA2024.09485.12100
Top-K'Retrieval Model=ColBERT, Classifier=NA2024.094815.63100
Top-K'Retrieval Model=BM25, Classifier=NA2024.094211.28100
Top-K'Retrieval Model=DRMM, Classifier=NA2024.094215.11100
Top-K'Retrieval Model=DSSM, Classifier=NA2024.093512.51100