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Competition-level Mathematics and Science Reasoning on OlympiadBench (Accuracy)

22.53AccuracyRepeated Sampling
12.358814.999417.6420.2806Oct 4, 2025

Evaluation results

MethodLinks
Repeated SamplingModel=Qwen2.5-3B-Instruct, Decoding=Majority Voting2025.1022.53
GUIDEDSAMPLINGModel=Qwen2.5-3B-Instruct, Decoding=Majority Voting2025.1021.87
GUIDEDSAMPLINGModel=Llama-3.2-3B-Instruct, Decoding=Majority Voting2025.1018.35
Repeated SamplingModel=Llama-3.2-3B-Instruct, Decoding=Majority Voting2025.1017.47
Tree-of-thoughtModel=Qwen2.5-3B-Instruct, Decoding=Majority Voting2025.1015.27
Tree-of-thoughtModel=Llama-3.2-3B-Instruct, Decoding=Majority Voting2025.1012.75