Linguistic Diversity Analysis on LLM-scaled 3D datasets
44.6Average Length3D-GRAND
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| 3D-GRAND2026.06 | 44.6 | 9.406 | 0.637 | 6.117 | 31.2 | 69.8 | |
| ScanScribe2026.06 | 35.7 | 6.339 | 1.087 | 6.051 | 26.6 | 63.6 | |
| ViGiL3D++2026.06 | 18.6 | 5.632 | 1.207 | 4.048 | 26.5 | 63.8 | |
| ViGiL3D2026.06 | 14.2 | 3.387 | 2.34 | 1.197 | 18.7 | 61.5 | |
| SceneVerse2026.06 | 9.8 | 5.011 | 1.512 | 2.812 | 28.2 | 65.7 |