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Multi-agent Reasoning on Ultrafeedback

73.66AccuracyOW-L
70.092871.018971.94572.8711Oct 1, 2025

Evaluation results

MethodLinks
OW-LEnsemble=GPT-4o-2024-11-20, Qwen2.5-Instruct-14B, Llama3.1-8B-Instruct, Phi-42025.1073.66
OW-IEnsemble=GPT-4o-2024-11-20, Qwen2.5-Instruct-14B, Llama3.1-8B-Instruct, Phi-42025.1073.66
ISPEnsemble=GPT-4o-2024-11-20, Qwen2.5-Instruct-14B, Llama3.1-8B-Instruct, Phi-42025.1073.26
Single BestEnsemble=GPT-4o-2024-11-20, Qwen2.5-Instruct-14B, Llama3.1-8B-Instruct, Phi-4, Oracle=true2025.1073.14
OW-IEnsemble Size=All Eight Models2025.1072.44
OW-LEnsemble Size=All Eight Models2025.1072.44
MVEnsemble=GPT-4o-2024-11-20, Qwen2.5-Instruct-14B, Llama3.1-8B-Instruct, Phi-42025.1072.21
ISPEnsemble Size=All Eight Models2025.1071.18
MVEnsemble Size=All Eight Models2025.1070.23