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ResearchFormerly WizWand

Information Retrieval on Gov 500K

0.5095nDCG@5GR2P
0.2379560.3084530.378950.449447Sep 27, 2024
Updated 8mo ago

Evaluation results

MethodLinks
GR2PRetrieval Type=Generative Retrieval, Backbone=T5-base2024.090.50950.55060.2167
QLMRetrieval Type=Sparse Retrieval2024.090.49870.53790.1851
BM25Retrieval Type=Sparse Retrieval2024.090.49840.53740.1848
GR2SRetrieval Type=Generative Retrieval, Backbone=T5-base2024.090.48690.53640.2125
RIPORRetrieval Type=Generative Retrieval, Backbone=T5-base2024.090.47130.48310.1978
NOVORetrieval Type=Generative Retrieval, Backbone=T5-base2024.090.46750.47960.1935
GenRetRetrieval Type=Generative Retrieval, Backbone=T5-base2024.090.46720.47920.1931
GenRRLRetrieval Type=Generative Retrieval, Backbone=T5-base2024.090.46690.47890.1928
LTRGRRetrieval Type=Generative Retrieval, Backbone=T5-base2024.090.46630.47830.1923
Ultron-PQRetrieval Type=Generative Retrieval, Backbone=T5-base2024.090.46580.47750.1911
NCIRetrieval Type=Generative Retrieval, Backbone=T5-base2024.090.46350.47220.1783
DSI-QGRetrieval Type=Generative Retrieval, Backbone=T5-base2024.090.45660.46020.1702
SPLADERetrieval Type=Sparse Retrieval2024.090.4370.44450.1575
PseudoQRetrieval Type=Dense Retrieval2024.090.41680.51340.1801
ANCERetrieval Type=Dense Retrieval2024.090.41520.51290.1794
DocT5queryRetrieval Type=Sparse Retrieval2024.090.39360.41770.1258
SEALRetrieval Type=Generative Retrieval, Backbone=T5-base2024.090.39140.44180.1592
DPRRetrieval Type=Dense Retrieval2024.090.32360.44170.1597
RepBERTRetrieval Type=Dense Retrieval2024.090.31010.43050.1446
DSI-SemRetrieval Type=Generative Retrieval, Backbone=T5-base2024.090.24970.33920.1215
DSI-NumRetrieval Type=Generative Retrieval, Backbone=T5-base2024.090.24840.32370.1052