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Math Reasoning on AMC (pass@8, Average)

71.08Pass@8

JURY-RL

Updated 1mo ago

Evaluation Results

Method	Links
JURY-RL 2026.04		71.08	64.04
Self-Certainty 2026.04		69.88	60.33
GT-Reward 2026.04		68.67	62.48
LLM-KD 2026.04		67.47	63.54
Entropy 2026.04		67.47	62.62
Before RL 2026.04		63.86	56.77
Majority-Voting 2026.04		63.86	61.52
CoReward 2026.04		63.86	59.99
JURY-RL 2026.04		62.65	59.41
GT-Reward 2026.04		59.04	55.36
Entropy 2026.04		59.04	54.86
LLM-as-a-Judge 2026.04		59.04	53.99
Self-Certainty 2026.04		57.83	55.17
Before RL 2026.04		56.63	49.59
LLM-KD 2026.04		55.42	53.51
LLM-as-a-Judge 2026.04		55.42	50.35
CoReward 2026.04		54.22	53.4
JURY-RL 2026.04		54.22	48.48
Majority-Voting 2026.04		53.01	52.51
Entropy 2026.04		50.6	42.77
Before RL 2026.04		49.4	46.26
LLM-KD 2026.04		49.4	46.21
Self-Certainty 2026.04		44.58	42.12
GT-Reward 2026.04		43.37	45.46
CoReward 2026.04		43.37	43.51
LLM-as-a-Judge 2026.04		40.96	45.93
Majority-Voting 2026.04		39.76	42.2