AnimationBench - Solid Drawing: leaderboard

Metric: Solid Drawing proxy: MUSIQ perceptual quality (0 to 100) of the generated frames, penalizing overexposure, noise and blur (%), animation-style image-to-video generation from the AnimationBench close-set suite (fixed source images and prompts, about 30 videos per dimension per model), scored by MUSIQ; higher is better. Source: arxiv.org. Saturation forecast: Rough model projection: around 2026. 8 models tracked.

Top models

#ModelScore
1Seedance 1.0 Pro72.54
2FramePack72.36
3Veo 3.172.07
4Seedance 2.072.02
5Kling 2.671.81
6HunyuanVideo-1.571.38
7Sora 2 Pro71.02
8Wan2.2-I2V-A14B70.43

Interactive version: theaggregate.ai/benchmark?slug=animationbench-solid-drawing · How It Works · Data refreshed daily, snapshot 2026-10-07.