Temporal Video Grounding on TACoS (R@1, R@5, IoU@0.7, mIoU)
58.89Recall@1 (IoU@0.3)SDGAN
Evaluation Results
| Method | Links | |||||||
|---|---|---|---|---|---|---|---|---|
| SDGANVenue=Ours, Method Architecture Category=GCN-based methods2026.05 | 58.89 | 44.04 | 27.87 | 83.78 | 72.58 | 45.09 | 42.73 | |
| LMRVenue=TMM'25, Method Architecture Category=non GCN-based methods2026.05 | 53.24 | 37.16 | 22.81 | — | — | — | 37.25 | |
| MKBPVenue=TCSVT'26, Method Architecture Category=non GCN-based methods2026.05 | 52.71 | 41.99 | 27.63 | — | — | — | 38.34 | |
| R2TuningVenue=ECCV'24, Method Architecture Category=non GCN-based methods2026.05 | 49.71 | 38.72 | 25.12 | — | — | — | 35.92 | |
| UniSDNet*Venue=TPAMI'25, Method Architecture Category=GCN-based methods2026.05 | 49.41 | 34.77 | 17.57 | 73.31 | 57.54 | 29.94 | 34.22 | |
| PLNVenue=TOMM'23, Method Architecture Category=non GCN-based methods2026.05 | 43.89 | 31.12 | — | 65.11 | 52.89 | — | 29.7 | |
| CDNVenue=TMM'22, Method Architecture Category=non GCN-based methods2026.05 | 43.09 | 32.82 | — | 64.98 | 52.96 | — | — | |
| 2D-TANVenue=AAAI'20, Method Architecture Category=non GCN-based methods2026.05 | 37.29 | 25.32 | — | 57.81 | 45.04 | — | — | |
| DORiVenue=WACV'21, Method Architecture Category=GCN-based methods2026.05 | 31.8 | 28.69 | 24.91 | — | — | — | 26.42 |