SB-Bench — leaderboard

Stereotype Bias Benchmark for large multimodal models, using real-world visual contexts to test visually grounded stereotype assumptions across nine categories.

Source: github.com.

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