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ResearchFormerly WizWand

Document Ranking on TREC Robust (Novelty Metrics)

75FDTop-K'
31.3242.665465.34Sep 1, 2024
Updated 6mo ago

Evaluation results

MethodLinks
Top-K'Retrieval Model=MonoT5, Classifier=NA2024.097511.12100
CFIRRetrieval Model=MonoT5, Classifier=LR2024.097511.4568
CFIRRetrieval Model=ColBERT, Classifier=LR2024.097416.4565
Top-K'Retrieval Model=Splade, Classifier=NA2024.097412.22100
CFIRRetrieval Model=MonoT5, Classifier=RF2024.097310.9566
CFIRRetrieval Model=Splade, Classifier=LR2024.097310.5567
CFIRRetrieval Model=ColBERT, Classifier=RF2024.097110.3552
CFIRRetrieval Model=Splade, Classifier=RF2024.09719.8165
CFIRRetrieval Model=DRMM, Classifier=LR2024.096513.4743
CFIRRetrieval Model=BM25, Classifier=RF2024.096411.1257
QWRetrieval Model=MonoT5, Classifier=NA2024.096310.15100
CFIRRetrieval Model=DRMM, Classifier=RF2024.096212.5647
QWRetrieval Model=Splade, Classifier=NA2024.096211.11100
CFIRRetrieval Model=DSSM, Classifier=RF2024.095912.46100
CFIRRetrieval Model=BM25, Classifier=LR2024.095813.2556
CFIRRetrieval Model=DSSM, Classifier=LR2024.095817.2464
QWRetrieval Model=BM25, Classifier=NA2024.09566.12100
QWRetrieval Model=DSSM, Classifier=NA2024.09527.12100
QWRetrieval Model=DRMM, Classifier=NA2024.09497.12100
Top-K'Retrieval Model=BM25, Classifier=NA2024.094112.34100
QWRetrieval Model=ColBERT, Classifier=NA2024.09386.14100
Top-K'Retrieval Model=ColBERT, Classifier=NA2024.093811.32100
Top-K'Retrieval Model=DSSM, Classifier=NA2024.093413.14100
Top-K'Retrieval Model=DRMM, Classifier=NA2024.093316.12100