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ResearchFormerly WizWand

Information Retrieval on ClueWeb 500K

30.34nDCG@5GR2P
18.983221.931624.8827.8284Sep 27, 2024
Updated 8mo ago

Evaluation results

MethodLinks
GR2PRetrieval Type=Generative Retrieval, Backbone=T5-base2024.0930.3438.7120.26
GR2SRetrieval Type=Generative Retrieval, Backbone=T5-base2024.0928.8637.8820.16
RIPORRetrieval Type=Generative Retrieval, Backbone=T5-base2024.0928.3534.0119.63
NOVORetrieval Type=Generative Retrieval, Backbone=T5-base2024.0928.2733.7219.28
GenRetRetrieval Type=Generative Retrieval, Backbone=T5-base2024.0928.2437.719.25
GenRRLRetrieval Type=Generative Retrieval, Backbone=T5-base2024.0928.1237.6819.21
LTRGRRetrieval Type=Generative Retrieval, Backbone=T5-base2024.0928.0537.6219.16
Ultron-PQRetrieval Type=Generative Retrieval, Backbone=T5-base2024.0927.9837.5819.04
NCIRetrieval Type=Generative Retrieval, Backbone=T5-base2024.0927.8337.3418.96
PseudoQRetrieval Type=Dense Retrieval2024.0927.5239.2618.15
ANCERetrieval Type=Dense Retrieval2024.0927.4339.1918.09
DSI-QGRetrieval Type=Generative Retrieval, Backbone=T5-base2024.0927.2236.2517.83
SEALRetrieval Type=Generative Retrieval, Backbone=T5-base2024.0926.8329.2713.05
RepBERTRetrieval Type=Dense Retrieval2024.0926.2436.516.63
DPRRetrieval Type=Dense Retrieval2024.0926.1437.5417.37
QLMRetrieval Type=Sparse Retrieval2024.0925.8234.7513.65
BM25Retrieval Type=Sparse Retrieval2024.0925.7934.7113.62
SPLADERetrieval Type=Sparse Retrieval2024.0922.7230.511.09
DocT5queryRetrieval Type=Sparse Retrieval2024.0920.7126.048.21
DSI-SemRetrieval Type=Generative Retrieval, Backbone=T5-base2024.0920.0426.6911.43
DSI-NumRetrieval Type=Generative Retrieval, Backbone=T5-base2024.0919.4225.210.63