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ResearchFormerly WizWand

Text Retrieval on MS MARCO Passage

0.437MRR@10HLATR
0.1770.24450.3120.3795May 21, 2022
Updated 8mo ago

Evaluation results

MethodLinks
HLATRPTM=RoBERTalarge, Retrieval Type=Dense2022.050.4370.445
WCRPTM=RoBERTalarge, Retrieval Type=Dense2022.050.4290.439
HLATRPTM=RoBERTabase, Retrieval Type=Dense2022.050.4250.435
HLATRPTM=BERTlarge, Retrieval Type=Dense2022.050.4240.434
HLATRPTM=BERTbase, Retrieval Type=Dense2022.050.420.429
WCRPTM=BERTlarge, Retrieval Type=Dense2022.050.420.429
WCRPTM=RoBERTabase, Retrieval Type=Dense2022.050.420.429
RerankingPTM=RoBERTalarge, Retrieval Type=Dense2022.050.4160.426
WCRPTM=BERTbase, Retrieval Type=Dense2022.050.4150.424
RerankingPTM=BERTlarge, Retrieval Type=Dense2022.050.410.42
RerankingPTM=RoBERTabase, Retrieval Type=Dense2022.050.4080.417
RerankingPTM=BERTbase, Retrieval Type=Dense2022.050.4010.411
Retrieval OnlyRetrieval Type=Dense2022.050.3830.394
HLATRPTM=RoBERTalarge, Retrieval Type=Sparse2022.050.3680.378
WCRPTM=RoBERTalarge, Retrieval Type=Sparse2022.050.3640.374
RerankingPTM=RoBERTalarge, Retrieval Type=Sparse2022.050.3620.372
HLATRPTM=BERTlarge, Retrieval Type=Sparse2022.050.3590.367
WCRPTM=BERTlarge, Retrieval Type=Sparse2022.050.3560.366
HLATRPTM=RoBERTabase, Retrieval Type=Sparse2022.050.3550.365
RerankingPTM=BERTlarge, Retrieval Type=Sparse2022.050.3540.363
WCRPTM=RoBERTabase, Retrieval Type=Sparse2022.050.3520.363
HLATRPTM=BERTbase, Retrieval Type=Sparse2022.050.350.36
RerankingPTM=RoBERTabase, Retrieval Type=Sparse2022.050.3490.361
WCRPTM=BERTbase, Retrieval Type=Sparse2022.050.3450.356
RerankingPTM=BERTbase, Retrieval Type=Sparse2022.050.3440.355
Retrieval OnlyRetrieval Type=Sparse2022.050.1870.198