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Multi-hop Retrieval on HotpotQA

0.869Recall@4

ACQO

Updated 4d ago

Evaluation Results

Method	Links
ACQO 2026.01		0.869	0.916	0.975	0.512	0.777	0.742
Raw 2026.01		0.833	0.889	0.967	0.495	0.754	0.705
ConvSearch-R1 2026.01		0.83	0.902	0.96	0.511	0.77	0.723
vanilla RL 2026.01		0.823	0.899	0.956	0.488	0.775	0.732
ACQO 2026.01		0.822	0.858	0.912	0.496	0.734	0.736
DeepSeek-V3.1 2026.01		0.811	0.866	0.933	0.491	0.706	0.662
vanilla RL 2026.01		0.792	0.839	0.891	0.411	0.755	0.744
DeepSeek-V3.1 2026.01		0.774	0.825	0.889	0.461	0.668	0.657
Qwen2.5-3B-inst 2026.01		0.753	0.812	0.895	0.427	0.659	0.624
ConvSearch-R1 2026.01		0.75	0.794	0.875	0.444	0.728	0.722
Qwen2.5-3B-inst 2026.01		0.72	0.793	0.897	0.412	0.642	0.605
Raw 2026.01		0.683	0.748	0.861	0.348	0.604	0.595
Qwen2.5-3B-inst 2026.01		0.67	0.73	0.818	0.349	0.575	0.573
Qwen2.5-3B-inst 2026.01		0.646	0.707	0.818	0.328	0.566	0.56