TMD-Bench - Rhythmic Alignment: leaderboard
Metric: Music-dance rhythmic alignment (0-100): the mean of the physical alignment score, (VBCS + ABHS) / 2, where VBCS rewards motion accents (pose-keypoint velocity peaks) that fall near musical beats and ABHS rewards beats answered by a motion accent, and the Gemini 3 Pro perceptual alignment judgment, normalized to 0-1 by the paper and reported here times 100, on the 100 prompts of the TMD-Bench test set (text-driven joint generation of music and a dance video); higher is better. Source: arxiv.org. Saturation forecast: Rough model projection: around 2026. 9 models tracked.
Top models
| # | Model | Score |
|---|---|---|
| 1 | Sora 2 | 59 |
| 2 | Veo 3 | 59 |
| 3 | Seedance 1.5 pro | 55 |
| 4 | Kling 2.6 | 54 |
| 5 | JavisDiT | 50 |
| 6 | LTX-2 | 49 |
| 7 | Ovi | 48 |
| 8 | UniVerse-1 | 47 |
| 9 | Wan 2.6 | 44 |
Interactive version: theaggregate.ai/benchmark?slug=tmd-bench-rhythmic-alignment · How It Works · Data refreshed daily, snapshot 2026-10-07.