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Multi-Hop QA on Zh.QA

48.2F1 ScoreEXTAGENTS
12.94422.09731.2540.403May 27, 2025

Evaluation results

MethodLinks
EXTAGENTSBackbone=gpt-4o-mini-2024-07-18, Input length=1024k2025.0548.2
LLM×MapReduceBackbone=gpt-4o-mini-2024-07-18, Input length=128k2025.0543.6
EXTAGENTSBackbone=Llama-3.1-8B-Instruct, Input length=256k2025.0534.7
LLM×MapReduceBackbone=Llama-3.1-8B-Instruct, Input length=128k2025.0534.5
Direct InputBackbone=Llama-3.1-8B-Instruct, Input length=128k2025.0531.5
Chain of AgentsBackbone=Llama-3.1-8B-Instruct, Input length=32k2025.0524.6
Direct InputBackbone=gpt-4o-mini-2024-07-18, Input length=128k2025.0520.4
Direct InputBackbone=DeepSeek-R1-Distill-Llama-8B, Input length=32k2025.0514.3