EmoMM: leaderboard

Metric: Accuracy (%; all test subsets; five-class sentiment from video, audio and transcript; 20% speaker-independent test split of 4,000 CMU-MOSI and CH-SIMS v2.0 clips; zero-shot prompt). Source: arxiv.org. Saturation forecast: Around December 2026. 6 models tracked.

Top models

#ModelScore
1Gemini 3 Pro56.41
2Qwen2.5-Omni-7B44.53

Interactive version: theaggregate.ai/benchmark?slug=emomm · How It Works · Data refreshed daily, snapshot 2026-09-26.