3D Scene Structure - Single-Swap Rearrangement: leaderboard
Metric: Correctness (%, human-scored; 602 scenes; correct only with the unique valid swap). Source: arxiv.org. Saturation forecast: Estimated already saturated. 6 models tracked.
Top models
| # | Model | Score |
|---|---|---|
| 1 | Qwen 3.5 397B A17B (Thinking) | 94.85 |
| 2 | GPT-5.2 (Thinking) | 92.52 |
| 3 | Qwen 3 VL 30B A3B (Thinking) | 80.73 |
| 4 | Qwen 3 VL 8B (Thinking) | 67.61 |
Interactive version: theaggregate.ai/benchmark?slug=3d-scene-structure-single-swap-rearrangement · How It Works · Data refreshed daily, snapshot 2026-09-25.