| Dataset Name | SOTA Method | Metric | Trend | ||
|---|---|---|---|---|---|
| Scan2Cap | 3DRS | CIDEr @0.586.1 | 96 | 11d ago | |
| ScanRefer (val) | X-Trans2Cap (C) | CIDEr106.11 | 91 | 1mo ago | |
| Scan2Cap (val) | CVP | B-40.417 | 43 | 12d ago | |
| ScanRefer (test) | Vote2Cap-DETR | CIDEr86.28 | 30 | 1mo ago | |
| Nr3D 1 (val) | 3D CoCa v2 | CIDEr (IoU=0.5)54.45 | 22 | 1mo ago | |
| ScanRefer | 3D-LLaVA | CIDEr@0.5IoU78.8 | 21 | 19d ago | |
| Nr3D (test) | SIA | C Score @ 0.5 IoU59.48 | 13 | 1mo ago | |
| Nr3D | PerLA | C Score (0.5 IoU)55.06 | 13 | 19d ago | |
| ReferIt3D Nr3D (test) | Vote2Cap-DETR | C Score (0.5 IoU)45.53 | 13 | 1mo ago | |
| Scan2Cap (test) | 3DRS | CIDEr@0.586.1 | 10 | 1mo ago | |
| Nr3D 1 (test) | 3D CoCa | CIDEr52.84 | 7 | 1mo ago | |
| ScanRefer Oracle DC | X-Trans2Cap | CIDEr87.09 | 7 | 1mo ago | |
| TOD3Cap Zero-shot OOD (test) | 3D CoCa v2 | C @ IoU 0.2559.6 | 6 | 1mo ago | |
| ReferIt3D Nr3D (val) | SpaCap3D | C Score @0.5IoU33.71 | 5 | 1mo ago | |
| TOD3Cap In-domain (test) | TOD3Cap | C (IoU=0.25)85.3 | 4 | 1mo ago |
