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Question Answering on WebQuestions first 1000 samples (dev)

30.6EMPathfinder
23.3225.2127.128.99Dec 5, 2025

Evaluation results

MethodLinks
PathfinderBase Model=Gemma-2-9B-Instruct, Distribution Setting=out-of-distribution2025.1230.634.144.08
DeepRAG (Imi-retrieve only)Base Model=Qwen-2.5-7B-Instruct, Distribution Setting=out-of-distribution2025.1229.333.842.49
DeepRAG (Imi-retrieve only)Base Model=Gemma-2-9B-Instruct, Distribution Setting=out-of-distribution2025.1229.334.241.92
PathfinderBase Model=Qwen-2.5-7B-Instruct, Distribution Setting=out-of-distribution2025.1228.538.142.47
DeepRAG (Imi)Base Model=Qwen-2.5-7B-Instruct, Distribution Setting=out-of-distribution2025.1225.328.438.01
DeepRAG (Imi)Base Model=Gemma-2-9B-Instruct, Distribution Setting=out-of-distribution2025.1223.627.736.18