MM-SafetyBench — leaderboard

Safety evaluation benchmark for multimodal large language models, converting unsafe text requests into multimodal prompts to test vision-language safety alignment.

Source: arxiv.org.

Interactive version: theaggregate.ai/benchmark?slug=mm-safetybench · How the rankings work · Data refreshed daily, snapshot 2026-07-22.