Locally Confident, Globally Stuck: The Quality-Exploration Dilemma in Diffusion Language Models

Benchmark Model Rank Results
code-generation-on-humanevalIMH (WeDLM-8B)–Pass@1: 74.5
code-generation-on-mbppIMH (WeDLM-8B)–Accuracy: 77.6
mathematical-reasoning-on-aime-2025WeDLM-8B (IMH)–Accuracy: 7.4000
mathematical-reasoning-on-aime24WeDLM-8B (IMH)–Acc: 9.5
mathematical-reasoning-on-math-500WeDLM-8B (IMH)–Accuracy: 54.0