M3 Hate Memes (Meme + Post) - Category Subset Accuracy: leaderboard

Metric: Subset accuracy (%): share of M3's 1,318 hate memes whose predicted set of the eight hate categories exactly matches the annotated set; the model sees the meme image and the accompanying social-media post text; zero-shot; higher is better. Source: arxiv.org. Saturation forecast: Around 2035. 8 models tracked.

Top models

#ModelScoreOverall rank
1GLM-4.1V-9B (Thinking)33.76#457 (GLM-4.1V-9B)
2Qwen 3 VL 8B Instruct33.16#401
3Qwen 2.5 VL 7B Instruct30.8#643
4Gemini 3 Pro25.17#77
5GPT-4o19.89#333

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-plus-post-category-subset-accuracy · How It Works · Data refreshed daily, snapshot 2026-10-11.