| Dataset Name | SOTA Method | Metric | Trend | ||
|---|---|---|---|---|---|
| Scan2Cap | Video-3D LLM† | CIDEr @0.589 | 127 | 17d ago | |
| ScanRefer (val) | X-Trans2Cap (C) | CIDEr106.11 | 91 | 2mo ago | |
| Scan2Cap (val) | Chat-Scene | CIDEr (@0.5)77.19 | 53 | 1mo ago | |
| ScanRefer | PVCap | CIDEr (IoU=0.50)89.57 | 36 | 17d ago | |
| Nr3D | APEIRIA | C Score (0.5 IoU)68.1 | 34 | 17d ago | |
| ScanRefer (test) | Vote2Cap-DETR | CIDEr86.28 | 30 | 4mo ago | |
| Nr3D 1 (val) | 3D CoCa v2 | CIDEr (IoU=0.5)54.45 | 22 | 4mo ago | |
| ScanRefer | 3D-LLaVA | CIDEr@0.5IoU78.8 | 21 | 3mo ago | |
| Nr3D (val) | CAC(O&H) | C @ 0.5 IoU52.78 | 18 | 2mo ago | |
| Nr3D (test) | SIA | C Score @ 0.5 IoU59.48 | 13 | 4mo ago | |
| ReferIt3D Nr3D (test) | Vote2Cap-DETR | C Score (0.5 IoU)45.53 | 13 | 4mo ago | |
| Scan2Cap (test) | 3DRS | CIDEr@0.586.1 | 10 | 4mo ago | |
| Nr3D 1 (test) | 3D CoCa | CIDEr52.84 | 7 | 4mo ago | |
| ScanRefer Oracle DC | X-Trans2Cap | CIDEr87.09 | 7 | 4mo ago | |
| TOD3Cap Zero-shot OOD (test) | 3D CoCa v2 | C @ IoU 0.2559.6 | 6 | 4mo ago | |
| ReferIt3D Nr3D (val) | SpaCap3D | C Score @0.5IoU33.71 | 5 | 4mo ago | |
| TOD3Cap In-domain (test) | TOD3Cap | C (IoU=0.25)85.3 | 4 | 4mo ago |
