AnimationBench - Camera Motion Consistency: leaderboard
Metric: Camera Motion Consistency: share of videos whose tracked camera motion matches the commanded pan, tilt, zoom or static operation (%), animation-style image-to-video generation from the AnimationBench close-set suite (fixed source images and prompts, about 30 videos per dimension per model), classified from CoTracker edge-point tracks following VBench++; higher is better. Source: arxiv.org. Saturation forecast: Rough model projection: around 2026. 8 models tracked.
Top models
| # | Model | Score |
|---|---|---|
| 1 | Seedance 2.0 | 96.42 |
| 2 | Kling 2.6 | 94.64 |
| 3 | Seedance 1.0 Pro | 87.5 |
| 4 | Veo 3.1 | 80.36 |
| 5 | FramePack | 71.43 |
| 6 | HunyuanVideo-1.5 | 57.14 |
| 7 | Wan2.2-I2V-A14B | 42.86 |
| 8 | Sora 2 Pro | 42.86 |
Interactive version: theaggregate.ai/benchmark?slug=animationbench-camera-motion-consistency · How It Works · Data refreshed daily, snapshot 2026-10-07.