| Dataset Name | SOTA Method | Metric | Trend | ||
|---|---|---|---|---|---|
| 3RScan (test) | SGAligner | MRR95 | 16 | 4mo ago | |
| Sr3D (n=10) | UniScene3D | R@14.6 | 8 | 3mo ago | |
| Sr3D n=5 | UniScene3D | R@13 | 8 | 3mo ago | |
| Nr3D n=10 | UniScene3D | R@130.7 | 8 | 3mo ago | |
| Nr3D n=5 | UniScene3D | R@119.7 | 8 | 3mo ago | |
| ScanRefer (n=10) | UniScene3D | Recall@133.4 | 8 | 3mo ago | |
| ScanRefer (n=5) | UniScene3D | Recall@122.4 | 8 | 3mo ago | |
| ScanScribe full 55 scenes (test) | LangLoc | Recall@583.3 | 7 | 18d ago | |
| ScanScribe 14 (test) | LangLoc | Top-1 Accuracy76.7 | 7 | 18d ago | |
| Sr3D | POMA-3D | R@1-13.89 | 5 | 2mo ago | |
| Nr3D | POMA-3D | Recall@1 (N=1)8.1 | 5 | 2mo ago | |
| ScanRefer | POMA-3D | R@1-19.31 | 5 | 2mo ago | |
| 3D-FRONT Bedroom | LFMM + CPVQ-VAE | FID21.34 | 4 | 4mo ago | |
| 3D-FRONT Dining room | LFMM + CPVQ-VAE | FID25.58 | 4 | 4mo ago | |
| 3D-FRONT Living room | LFMM + VAE | FID24.46 | 4 | 4mo ago | |
| ScanScribe (test) | LangLoc | Top-1 Accuracy59.5 | 3 | 18d ago |
