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Multi-Hop Question Answering on Synthetic Multi-Hop Benchmark 1-hop

100Avg F1Chain-of-Thought (CoT)
77.1283.068994.94Sep 25, 2025

Evaluation results

MethodLinks
Chain-of-Thought (CoT)Context Length=1k, Backbone=Qwen3-8B2025.09100
DirectContext Length=0.5k, Backbone=Qwen3-8B2025.0998
Self Consistency (S-C)Context Length=8k, Backbone=Qwen3-8B2025.0991
Self-Refine (S-R)Context Length=4k, Backbone=Qwen3-8B2025.0981
InfoQAContext Length=10k, Backbone=Qwen3-8B2025.0978