M3R-Bench - Metaphor Detection: leaderboard
Metric: Macro-F1 (%; whether an image-text pair contains a multimodal metaphor, 1,000 instances, 510 metaphorical, predicted jointly with target, source and sentiment). Source: arxiv.org. Saturation forecast: Around 2031. 8 models tracked.
Top models
| # | Model | Score |
|---|---|---|
| 1 | Qwen 3 VL 32B Instruct | 61.82 |
| 2 | Kimi K2.5 | 55.12 |
| 3 | GPT-5.5 | 54.56 |
| 4 | Qwen 3 VL 8B Instruct | 52.26 |
| 5 | GPT-4o | 50.19 |
| 6 | Claude Sonnet 4.6 | 39.03 |
Interactive version: theaggregate.ai/benchmark?slug=m3r-bench-metaphor-detection · How It Works · Data refreshed daily, snapshot 2026-09-26.