Before the Token Commits: Trajectory-Level Benchmarking of Visual Hallucinations in Diffusion VLMs.

arXiv:2609.34772v1 Announce Type: new Abstract: Multimodal diffusion language models generate responses by iteratively unmasking tokens, making each answer the endpoint of a multi-step trajectory rather than an immediate commitment. Hallucination benchmarks bu