HUG-VIS - Emotion Recognition (Video): leaderboard
HUG-VIS (2026) records 30 professional actors performing the same 280 emotion-conditioned assignments. This board scores zero-shot seven-class emotion recognition from video input over its 8,400 clips, as accuracy in percent; higher is better.
Metric: Seven-class emotion recognition accuracy (%; 8,400 seated half-body clips of 30 professional actors, each performing the same 280 emotion-action-prompt assignments in a controlled Mandarin studio, 1,200 clips per emotion; zero-shot; input: video). Source: arxiv.org. Saturation forecast: Around February 2027. 7 models tracked.
Top models
| # | Model | Score | Overall rank |
|---|---|---|---|
| 1 | Molmo2-8B | 46.34 | #1483 |
| 2 | Qwen2.5-Omni-7B | 27.77 | #1789 |
No result here: #1 Claude Fable 5.2, #2 Gemini 4 Carbon, #5 Claude Opus 5.5.
Interactive version: theaggregate.ai/benchmark?slug=hug-vis-emotion-recognition-video · How It Works · Data refreshed daily, snapshot 2026-11-13.