MCGA - Speech Emotion Captioning: leaderboard
Metric: Emotion Caption Fidelity (0-100; persona, global tone and sentence-level emotion of 1,000 test recordings, DeepSeek-V3.2 judge). Source: arxiv.org. Saturation forecast: Around February 2027. 10 models tracked.
Top models
| # | Model | Score |
|---|---|---|
| 1 | Qwen3 Omni 30B A3B Instruct | 58.4 |
| 2 | Gemini 3 Flash | 54 |
| 3 | Qwen2-Audio-7B-Instruct | 26.1 |
| 4 | Phi-4 Multimodal Instruct | 12.7 |
Interactive version: theaggregate.ai/benchmark?slug=mcga-speech-emotion-captioning · How It Works · Data refreshed daily, snapshot 2026-09-25.