3D Dense Captioning on TOD3Cap Zero-shot OOD (test)
59.6C @ IoU 0.253D CoCa v2
Evaluation results
| Method | Links | ||||||||
|---|---|---|---|---|---|---|---|---|---|
| 3D CoCa v2Venue=-, Training=Zero-shot OOD2026.01 | 59.6 | 31.6 | 24.6 | 55.7 | 50.8 | 27.6 | 22.6 | 51.3 | |
| 3D CoCaVenue=3DV 2024, Training=Zero-shot OOD2026.01 | 55.8 | 30.5 | 24 | 54.2 | 47.2 | 26.8 | 22.1 | 50.1 | |
| 3D-VLPVenue=AAAI 2024, Training=Zero-shot OOD2026.01 | 52.9 | 28.7 | 23.4 | 52.6 | 45.9 | 25.4 | 21.7 | 49.8 | |
| Vote2Cap-DETR++Venue=T-PAMI 2024, Training=Zero-shot OOD2026.01 | 52.1 | 28.1 | 23.1 | 52 | 45.4 | 25 | 21.5 | 49.4 | |
| Vote2Cap-DETRVenue=CVPR 2023, Training=Zero-shot OOD2026.01 | 49.8 | 27 | 22.6 | 51.2 | 43.2 | 24.2 | 21.2 | 48.7 | |
| Scan2CapVenue=CVPR 2021, Training=Zero-shot OOD2026.01 | 42.6 | 23.1 | 20.8 | 48.3 | 36.4 | 20.4 | 19.4 | 45.1 |