M3 Hate Memes (Meme Only): leaderboard

Metric: Binary hate-detection accuracy (%) on all 2,455 M3 memes (1,318 hate, 1,137 normal) collected from X, 4chan and Weibo; the model sees only the meme image (with its embedded text); zero-shot; higher is better. Source: arxiv.org. Saturation forecast: Not forecast. 8 models tracked.

Top models

#ModelScoreOverall rank
1Qwen 2.5 VL 7B Instruct90.26#643
2Qwen 3 VL 8B Instruct86.8#401
3GPT-4o86.27#333
4GLM-4.1V-9B (Thinking)76.74#457 (GLM-4.1V-9B)
5Gemini 3 Pro66.97#77

No result here: #3 Claude Opus 5.5, #5 GPT-6 Astra, #8 Claude Fable 5.1.

Interactive version: theaggregate.ai/benchmark?slug=m3-hate-memes-meme-only · How It Works · Data refreshed daily, snapshot 2026-10-11.