WorldArena Track 1 - Visual Quality: leaderboard
WorldArena Track 1 visual-quality dimension averaging image fidelity, aesthetic quality, and JEPA similarity for embodied world models.
Metric: Score (%). Source: huggingface.co. 124 models tracked.
Top models
| # | Model | Score | Overall rank |
|---|---|---|---|
| 1 | SparkWorld | 65.04 | |
| 2 | H1 | 64.81 | |
| 3 | HC-MMI-V2 | 64.6 | |
| 4 | ABot-PhysWorld (text) | 64.41 | |
| 5 | HeroF1 | 64.4 | |
| 6 | CRY | 64.27 | |
| 7 | SIGMA | 64.01 | |
| 8 | MotuBrain | 63.98 | |
| 9 | rootflow | 63.78 | |
| 10 | DBXWAM | 63.77 |
Interactive version: theaggregate.ai/benchmark?slug=worldarena-track-1-visual-quality · How It Works · Data refreshed daily, snapshot 2026-10-20.