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Retrieval-Augmented Generation on ASQA

42.44str-EMConsJudge
33.0835.5137.9440.37Feb 26, 2025

Evaluation results

MethodLinks
ConsJudgeGenerator=Llama3-8B-Instruct, Reward Model Backbone=Llama3-8B-Instruct2025.0242.44
Raw MetricGenerator=Llama3-8B-Instruct, Reward Model=Raw Metric2025.0241.55
Vanilla LLMGenerator=Llama3-8B-Instruct, Reward Model Backbone=Llama3-8B-Instruct2025.0240.69
SFTGenerator=Llama3-8B-Instruct, Reward Model Backbone=Llama3-8B-Instruct2025.0240.37
ConsJudgeGenerator=MiniCPM-2.4B, Reward Model Backbone=Qwen2.5-14B-Instruct2025.0236.45
Vanilla LLMGenerator=MiniCPM-2.4B, Reward Model Backbone=Llama3-8B-Instruct2025.0235.77
ConsJudgeGenerator=MiniCPM-2.4B, Reward Model Backbone=Llama3-8B-Instruct2025.0235.68
Vanilla LLMGenerator=MiniCPM-2.4B, Reward Model Backbone=Qwen2.5-14B-Instruct2025.0234.95
SFTGenerator=MiniCPM-2.4B, Reward Model Backbone=Llama3-8B-Instruct2025.0234.6
SFTGenerator=MiniCPM-2.4B, Reward Model Backbone=Qwen2.5-14B-Instruct2025.0233.51
Raw MetricGenerator=MiniCPM-2.4B, Reward Model=Raw Metric2025.0233.44