Prism: Efficient Test-Time Scaling via Hierarchical Search and Self-Verification for Discrete Diffusion Language Models

Benchmark Model Rank Results
code-generation-on-humanevalPrism (LLaDA-8B-Instruct, K=8)#64Pass@1: 79.27
arithmetic-reasoning-on-gsm8kPrism (LLaDA-8B-Instruct, K=8)#114Accuracy: 85.3
code-generation-on-mbppPrism (LLaDA-8B-Instruct, K=8)#139Accuracy: 38.2