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Response Selection on P-Soups Expertise

83.66AccuracyQwen3-32Bthinking
36.516848.755960.99573.2341Jan 8, 2026

Evaluation results

MethodLinks
Qwen3-32BthinkingInference Setting=Full-history Preference Inference2026.0183.66
Qwen3-8BthinkingInference Setting=Full-history Preference Inference2026.0183.5
Qwen3-8BthinkingInference Setting=Streaming Preference Inference2026.0182.66
ALIGNXPLORE+Inference Setting=Full-history Preference Inference2026.0182.5
DeepSeek-R1-671BInference Setting=Full-history Preference Inference2026.0182.33
Qwen3-32BthinkingInference Setting=Streaming Preference Inference2026.0181.67
GPT-OSS-20BInference Setting=Full-history Preference Inference2026.0181.66
DeepSeek-R1-671BInference Setting=Streaming Preference Inference2026.0179
ALIGNXPLORE+Inference Setting=Streaming Preference Inference2026.0178.5
GPT-OSS-20BInference Setting=Streaming Preference Inference2026.0177.5
ALIGNXPLOREInference Setting=Full-history Preference Inference2026.0172.66
ALIGNXPLOREInference Setting=Streaming Preference Inference2026.0169.16
DS-R1-Distill-Qwen-7BInference Setting=Full-history Preference Inference2026.0166
DS-R1-Distill-Qwen-7BInference Setting=Streaming Preference Inference2026.0164.16
TALLRecInference Setting=Direct Full-history Sequence Models w/o Preference Inference2026.0160.16
Qwen3-8Bnon-thinkingInference Setting=Direct Full-history Sequence Models w/o Preference Inference2026.0138.33