WBench - Navigation: leaderboard
Metric: Score (0-100): navigation-control accuracy along the requested trajectory, on the 158 navigation cases, multi-turn generation, each model under its own text, camera or action control; higher is better. Source: arxiv.org. Saturation forecast: Rough model projection: around 2026. 20 models tracked.
Top models
| # | Model | Score |
|---|---|---|
| 1 | HY-World 1.5 | 87.5 |
| 2 | Happy Oyster | 85.1 |
| 3 | Matrix-Game 3.0 | 83.5 |
| 4 | Matrix-Game 2.0 | 80.6 |
| 5 | LingBot-World | 79.8 |
| 6 | Infinite-World | 75.9 |
| 7 | Genie 3 | 73.3 |
| 8 | InSpatio-World | 72.8 |
| 9 | Fantasy-World | 72.1 |
| 10 | YUME 1.5 | 72 |
Interactive version: theaggregate.ai/benchmark?slug=wbench-navigation · How It Works · Data refreshed daily, snapshot 2026-10-07.