3D Scene Structure - Multi-Object Removal: leaderboard
Metric: Correctness (%, human-scored; 330 scenes; correct only with the exact minimum set of objects to remove). Source: arxiv.org. Saturation forecast: Around April 2028. 6 models tracked.
Top models
| # | Model | Score |
|---|---|---|
| 1 | Qwen 3.5 397B A17B (Thinking) | 35.76 |
| 2 | GPT-5.2 (Thinking) | 24.24 |
| 3 | Qwen 3 VL 30B A3B (Thinking) | 13.94 |
| 4 | Qwen 3 VL 8B (Thinking) | 8.79 |
Interactive version: theaggregate.ai/benchmark?slug=3d-scene-structure-multi-object-removal · How It Works · Data refreshed daily, snapshot 2026-09-25.