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Math Reasoning on Hallubench

68.45Accuracy@1OpenVLThinker
60.473262.544164.61566.6859Mar 2, 2026

Evaluation results

MethodLinks
OpenVLThinker2026.0368.45
Ctrl-RPower scaling factor (β)=0.22026.0367.62
Trajectory-Hint2026.0366.14
GRPO2026.0365.09
Auxiliary Reward2026.0360.78