EmoS: leaderboard
Metric: Accuracy (%; Basic-7 emotion label (anger, disgust, fear, joy, neutral, sadness, surprise) of a video clip from the high-confidence test subset, human labels aggregated by Dawid-Skene; zero-shot multimodal LLM, answers outside the label set count as wrong; English and Chinese clips pooled). Source: arxiv.org. Saturation forecast: Around December 2026. 4 models tracked.
Top models
| # | Model | Score |
|---|---|---|
| 1 | Gemini 3 Pro | 61.1 |
| 2 | Qwen2.5-Omni-7B | 57.1 |
Interactive version: theaggregate.ai/benchmark?slug=emos · How It Works · Data refreshed daily, snapshot 2026-09-26.