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Science Question Answering on GPQA Diamond (Pass@1, #Tokens)

57.32Pass@1Qwen3-8B
23.447232.241141.03549.8289Oct 7, 2025

Evaluation results

MethodLinks
Qwen3-8BType=BASE LLM2025.1057.328,624
BeConciseType=SHORT COT2025.1057.237,466
MixReasoningType=ADAPTIVE2025.1057.176,734
O1-PrunerType=SHORT COT2025.1056.958,543
NoWaitType=SHORT COT2025.1056.676,575
DEERType=SHORT COT2025.1055.457,778
CoT-ValveType=SHORT COT2025.1040.765,317
ThinklessType=HYBRID2025.1024.758,013