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Math Reasoning on OlympiadBench (Accuracy)

90.7Accuracy

APRM

Updated 4d ago

Evaluation Results

Method	Links
APRM 2025.11		90.7
APRM 2025.11		90.4
APRM 2025.11		89.4
ToT 2025.11		85.6
ToT 2025.11		85.2
ReST-MCTS 2025.11		84.7
ToT 2025.11		84.3
ReST-MCTS 2025.11		84.3
ReST-MCTS 2025.11		84.3
CoT-SC 2025.11		83.9
LLM-J 2025.11		83.9
LLM-J 2025.11		83.1
LLM-J 2025.11		83.1
Hard Neg. 2025.11		83
Hard Neg. 2025.11		79.2
ARM 2025.11		77.6
CoT-SC 2025.11		61
ARM 2025.11		61
CoT-SC 2025.11		48.7
APRM 2025.11		44
ToT 2025.11		40.7
ReST-MCTS 2025.11		40.3
MoCAN 2025.12		39.65
NSPO 2025.12		39
DPO-Mix 2025.12		38.45
Qwen2.5-7B-Instruct 2025.12		37.8
LLM-J 2025.11		37.7
BFPO 2025.12		36.35
DPO-H 2025.12		36
PeCAN 2025.12		35.95
DPO-S 2025.12		35.63
CoT-SC 2025.11		35.6
SafeRLHF 2025.12		22.22
W-DOOR 2025.12		15.15
LycheeDecode 2026.02		12.5
TidalDecode 2026.02		10.9
LycheeDecode 2026.02		10.9
LycheeDecode 2026.02		10.9
LycheeDecode 2026.02		10.9
Full Attention 2026.02		10.2
Full Attention 2026.02		10.2
TidalDecode 2026.02		9.4
TidalDecode 2026.02		8.6
TidalDecode 2026.02		7
Llama3-8B-Instruct 2025.12		5.7
BFPO 2025.12		5.49
W-DOOR 2025.12		5.25
MoCAN 2025.12		5.1
NSPO 2025.12		5
PeCAN 2025.12		4.5
DPO-H 2025.12		3.85
DPO-Mix 2025.12		3.8
DPO-S 2025.12		3.45
SafeRLHF 2025.12		3.3