MultiEmo-Bench - Dominant Emotion: leaderboard
Metric: Dominant-emotion precision (%): the model scores each of the eight Mikels emotions 0-100 for how much people will feel it, and its top-scored emotion is checked against the image's most-voted emotion from 20 annotators (fractional credit 1/k when k emotions tie in the prediction; images with several dominant emotions accept any), over the 10,344 images of MultiEmo-Bench; higher is better. Source: arxiv.org. Saturation forecast: Around April 2028. 11 models tracked.
Top models
| # | Model | Score |
|---|---|---|
| 1 | GPT-5 | 51.05 |
| 2 | GPT-5.1 | 48.14 |
| 3 | GPT-4o | 45.9 |
| 4 | Gemini 2.5 Flash | 43.62 |
| 5 | Gemini 3 Flash (Preview) | 43.2 |
| 6 | Claude Sonnet 4 | 35.1 |
| 7 | GPT-5 Nano | 31.62 |
Interactive version: theaggregate.ai/benchmark?slug=multiemo-bench-dominant-emotion · How It Works · Data refreshed daily, snapshot 2026-10-07.