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ResearchFormerly WizWand

Document Ranking on MS MARCO Document

74FD (%)CFIR
29.2840.8952.564.11Sep 1, 2024
Updated 6mo ago

Evaluation results

MethodLinks
CFIRRetrieval Model=MonoT5, Classifier=LR2024.097412.2363
CFIRRetrieval Model=ColBERT, Classifier=RF2024.097211.0549
CFIRRetrieval Model=MonoT5, Classifier=RF2024.097211.2361
CFIRRetrieval Model=ColBERT, Classifier=LR2024.097110.2362
CFIRRetrieval Model=Splade, Classifier=LR2024.097114.1164
CFIRRetrieval Model=Splade, Classifier=RF2024.096912.1160
Top-K'Retrieval Model=MonoT5, Classifier=NA2024.096810.13100
Top-K'Retrieval Model=Splade, Classifier=NA2024.09659.23100
CFIRRetrieval Model=DRMM, Classifier=LR2024.096214.5345
CFIRRetrieval Model=BM25, Classifier=LR2024.095714.1556
CFIRRetrieval Model=DRMM, Classifier=RF2024.09568.1246
QWRetrieval Model=MonoT5, Classifier=NA2024.095412.23100
CFIRRetrieval Model=DSSM, Classifier=LR2024.095318.5263
CFIRRetrieval Model=BM25, Classifier=RF2024.095216.8156
QWRetrieval Model=Splade, Classifier=NA2024.095111.51100
QWRetrieval Model=BM25, Classifier=NA2024.09486.14100
QWRetrieval Model=DRMM, Classifier=NA2024.09476.14100
CFIRRetrieval Model=DSSM, Classifier=RF2024.094618.1457
QWRetrieval Model=DSSM, Classifier=NA2024.09456.64100
Top-K'Retrieval Model=BM25, Classifier=NA2024.09409.61100
Top-K'Retrieval Model=ColBERT, Classifier=NA2024.093613.42100
QWRetrieval Model=ColBERT, Classifier=NA2024.09345.64100
Top-K'Retrieval Model=DSSM, Classifier=NA2024.093212.62100
Top-K'Retrieval Model=DRMM, Classifier=NA2024.093114.12100