MSSBench — leaderboard

Multimodal Situational Safety benchmark with image-query pairs, testing whether MLLMs adjust safety behavior based on safe or unsafe visual context.

Source: mssbench.github.io.

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