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ResearchFormerly WizWand

Exact Match Accuracy on HotpotQA

43.5Exact Match AccuracyReSearch
26.44430.87235.339.728May 13, 2026
Updated 5mo ago

Evaluation results

MethodLinks
ReSearchBackbone=Qwen2.5-7B-Instruct2026.0543.5
PyRAG-RLBackbone=LLaMA-3.1-8B-Instruct2026.0543.2
PyRAG-RLBackbone=Qwen2.5-7B-Instruct2026.0540.5
StepSearchBackbone=Qwen2.5-7B-Instruct2026.0538.6
PyRAG-RLBackbone=Qwen3-4B-Instruct2026.0538.4
RAG-RLBackbone=LLaMA-3.1-8B-Instruct2026.0537.5
Search-R1Backbone=Qwen2.5-7B-Instruct2026.0537
RAG-RLBackbone=Qwen2.5-7B-Instruct2026.0535.2
ZEROSEARCHBackbone=Qwen2.5-7B-Instruct2026.0534.6
RAG-SFTBackbone=LLaMA-3.1-8B-Instruct2026.0534.1
RAG-RLBackbone=Qwen3-4B-Instruct2026.0533.2
RAG-SFTBackbone=Qwen2.5-7B-Instruct2026.0532.4
RAG-SFTBackbone=Qwen3-4B-Instruct2026.0530.5
Vanilla RAGBackbone=LLaMA-3.1-8B-Instruct2026.0530.3
Vanilla RAGBackbone=Qwen2.5-7B-Instruct2026.0528.9
Vanilla RAGBackbone=Qwen3-4B-Instruct2026.0527.1