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Published at November 29Bootstraping Clustering of Gaussians for View-consistent 3D Scene Understanding
cs.CV
cs.LG
Released Date: November 29, 2024
Authors: Wenbo Zhang1, Lu Zhang1, Ping Hu2, Liqian Ma3, Yunzhi Zhuge1, Huchuan Lu1
Aff.: 1Dalian University of Technology; 2University of Electronic Science and Technology of China; 3ZMO AI

| Method | SAM | PP | Ramen | Figurines | Teatime | Average |
| LERF | ✗ | ✗ | 28.3 | 33.5 | 49.7 | 37.2 |
| G-Group | ✓ | ✓ | 77.0 | 69.7 | 71.7 | 72.8 |
| LangSplat | ✓ | ✓ | 69.7 | 54.7 | 65.4 | 63.3 |
| Ours | ✗ | ✗ | 77.5 | 62.6 | 68.5 | 69.5 |