CLIPO: Contrastive Learning in Policy Optimization Generalizes RLVR

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Benchmark Model Rank Results
arithmetic-reasoning-on-gsm8kGRPO + CLIPO#91Accuracy: 88.02
mathematical-reasoning-on-math-500GMPO + CLIPO#100Accuracy: 77.87

Rank counts only results with a code link.