E3mo-Bench (Expressed) - Single-Video Perception (Yes-or-No): leaderboard
E3mo-Bench (E³mo-Bench, 2026) expressed-emotion subset, about the emotion expressed by the people in a video: yes-or-no questions on one video about its emotion, valence, arousal or dominance. Accuracy in percent; higher is better.
Metric: Accuracy (%; yes-or-no questions about one video's emotion, valence, arousal or dominance, one per video among 2,598 single-video questions; 16 MLLMs on videos from eight emotion datasets, each assigned one affective perspective; subset: the emotion expressed by the people on screen). Source: arxiv.org. Saturation forecast: Around March 2028. 16 models tracked.
Top models
| # | Model | Score | Overall rank |
|---|---|---|---|
| 1 | GPT-5.4 | 70.67 | #123 |
| 2 | InternVL3-8B | 69.21 | #1688 |
| 3 | Claude Sonnet 4.6 | 66.97 | #161 |
| 4 | Qwen2.5-Omni-7B | 64.43 | #1789 |
No result here: #1 Claude Fable 5.2, #2 Gemini 4 Carbon, #5 Claude Opus 5.5.
Interactive version: theaggregate.ai/benchmark?slug=e3mo-bench-expressed-single-video-perception-yes-or-no · How It Works · Data refreshed daily, snapshot 2026-11-13.