3D Scene Structure - Single-Object Removal: leaderboard
Metric: Correctness (%, human-scored; 602 scenes; correct only with complete recall of the newly visible objects and nothing invented). Source: arxiv.org. Saturation forecast: Around 2032. 6 models tracked.
Top models
| # | Model | Score |
|---|---|---|
| 1 | GPT-5.2 (Thinking) | 23.01 |
| 2 | Qwen 3.5 397B A17B (Thinking) | 22.85 |
| 3 | Qwen 3 VL 30B A3B (Thinking) | 21.03 |
| 4 | Qwen 3 VL 8B (Thinking) | 14.9 |
Interactive version: theaggregate.ai/benchmark?slug=3d-scene-structure-single-object-removal · How It Works · Data refreshed daily, snapshot 2026-09-25.