IDEAL-Bench - Rotation Accuracy: leaderboard
Metric: Rotation accuracy (%): share of matched objects in the 7 non-grid room types whose symmetry-folded yaw error is at most 30 degrees, IDEAL-Bench 3D layout task; higher is better. Source: arxiv.org. Saturation forecast: Around 2029. 13 models tracked.
Top models
| # | Model | Score |
|---|---|---|
| 1 | Gemini 2.5 Pro | 37.7 |
| 2 | GPT-5.4 | 33.7 |
| 3 | Claude Sonnet 4.6 | 26.8 |
| 4 | GLM-4.6V | 26.4 |
| 5 | Qwen 3 VL 235B A22B Instruct | 22.8 |
| 6 | Qwen 3 VL 30B A3B Instruct | 21.6 |
| 7 | Gemma 4 31B (IT) | 20.8 |
| 8 | GPT-4o | 20 |
| 9 | Qwen 3 VL 8B Instruct | 19.6 |
| 10 | Qwen 2.5 VL 72B Instruct | 18.5 |
| 11 | InternVL3.5-8B | 18.4 |
Interactive version: theaggregate.ai/benchmark?slug=ideal-bench-rotation-accuracy · How It Works · Data refreshed daily, snapshot 2026-09-29.