FalseReject — leaderboard

Over-refusal benchmark and training resource with 16K seemingly toxic but harmless queries across 44 categories, including a human-annotated benchmark test set for contextual safety reasoning.

Source: false-reject.github.io.

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