Demystifying Hidden-State Recurrence: Switchable Latent Reasoning with On-Policy Reinforcement Learning

Benchmark Model Rank Results
arithmetic-reasoning-on-gsm8kSwitch (ours, after Switch-GRPO)–Accuracy: 89.2
mathematical-reasoning-on-math-500Switch (ours, after Switch-GRPO)–Accuracy: 79.3