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ResearchFormerly WizWand

Open-domain Question Answering on Bamboogle out-of-domain

71.7F1Self-Ask
24.27636.58848.961.212Aug 8, 2025
Updated 6mo ago

Evaluation results

MethodLinks
Self-AskBackbone=GPT-4.1-mini, Type=Advanced RAG2025.0871.775.2
R1-SearcherBackbone=LLaMA-3.1-8B, Type=RAG-RL2025.0864.762.4
UR2Backbone=Qwen-2.5-7B, Type=Our Implementations2025.0864.562.4
Search-o1Backbone=GPT-4.1-mini, Type=Advanced RAG2025.0863.771.2
Vanilla RLBackbone=Qwen-2.5-7B, Type=Our Implementations2025.0863.363.2
R1-Searcher++Backbone=Qwen-2.5-7B, Type=RAG-RL2025.0860.859.2
UR2Backbone=LLaMA-3.1-8B, Type=Our Implementations2025.0860.763.2
Vanilla RLBackbone=LLaMA-3.1-8B, Type=Our Implementations2025.0860.663.2
RATBackbone=GPT-4.1-mini, Type=Advanced RAG2025.0860.362.4
CoTBackbone=GPT-4.1-mini, Type=Vanilla Methods2025.0859.276
Vanilla RLBackbone=Qwen-2.5-3B, Type=Our Implementations2025.085957.6
Search-R1Backbone=Qwen-2.5-7B, Type=RAG-RL2025.0858.956.8
UR2Backbone=Qwen-2.5-3B, Type=Our Implementations2025.0857.858.4
R1-SearcherBackbone=Qwen-2.5-7B, Type=RAG-RL2025.0856.553.6
Search-R1Backbone=Qwen-2.5-3B, Type=RAG-RL2025.0848.348
Standard RAGBackbone=GPT-4.1-mini, Type=Vanilla Methods2025.0846.451.2
CoTBackbone=LLaMA-3.1-8B, Type=Vanilla Methods2025.084342.4
CoTBackbone=Qwen-2.5-7B, Type=Vanilla Methods2025.0841.343.2
Standard RAGBackbone=Qwen-2.5-7B, Type=Vanilla Methods2025.0838.940
ZeroSearchBackbone=Qwen-2.5-7B, Type=RAG-RL2025.0835.838.4
Zero-SearchBackbone=Qwen-2.5-3B, Type=RAG-RL2025.0832.431.2
CoTBackbone=Qwen-2.5-3B, Type=Vanilla Methods2025.0831.233.6
Standard RAGBackbone=LLaMA-3.1-8B, Type=Vanilla Methods2025.0826.528
Standard RAGBackbone=Qwen-2.5-3B, Type=Vanilla Methods2025.0826.127.2