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ResearchFormerly WizWand

Multi-document Retrieval on HotpotQA (val)

70.96F1 ScoreGritLM
38.054446.597255.1463.6828Feb 12, 2026
Updated 8mo ago

Evaluation results

MethodLinks
GritLMModel Category=Dense Models, top_k=32026.0270.96
AttentionRetrieverModel Category=AttentionRetriever (Ours), Backbone=LLaMA-3.2, Model size=3B, top_k=32026.0270.9
AttentionRetrieverModel Category=AttentionRetriever (Ours), Backbone=Qwen-2.5, Model size=3B, top_k=32026.0270.37
Qwen3Model Category=Dense Models, top_k=32026.0267.21
GTE-Qwen2Model Category=Dense Models, top_k=32026.0267.07
GTRModel Category=Dense Models, top_k=32026.0261.09
SPScannerModel Category=Autoregressive Models, top_k=32026.0260.52
BM25Model Category=Sparse Models, top_k=32026.0256.95
ANCEModel Category=Dense Models, top_k=32026.0255.47
DPRModel Category=Dense Models, top_k=32026.0250.2
CDEModel Category=Dense Models, top_k=32026.0239.32