Grounding-QA Chain Analysis on Beacon3D
33.4T1 Score3D-VisTA
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| 3D-VisTA2026.04 | 33.4 | 17.4 | 49.3 | 49.9 | 31.7 | 8.1 | |
| SceneVerse2026.04 | 31.7 | 19.5 | 50.7 | 48.9 | 28.3 | 6.6 | |
| Chat-Scene2026.04 | 24.8 | 25.9 | 44.4 | 56.9 | 29.8 | 7.8 | |
| SceneCOT2026.04 | 24.1 | 16.8 | 58.9 | 41 | 34.7 | 23.2 | |
| MAG-3DPlanner Backbone=Seed-1.62026.04 | 19.2 | 23.9 | 53 | 37.5 | 17.2 | 27.5 | |
| MAG-3DPlanner Backbone=GPT-4o2026.04 | 18.3 | 24.5 | 47.2 | 39.2 | 19.3 | 23.4 |