Temporal Video Grounding on Charades-STA (R@1, R@5, mIoU)
74.44R@1, IoU=0.3SDGAN
Evaluation Results
| Method | Links | |||||||
|---|---|---|---|---|---|---|---|---|
| SDGANVenue=Ours, Method Architecture Category=GCN-based methods2026.05 | 74.44 | 61.56 | 38.2 | 97.77 | 91.56 | 60.48 | 53.18 | |
| DORiVenue=WACV'21, Method Architecture Category=GCN-based methods2026.05 | 72.72 | 59.65 | 40.56 | — | — | — | 53.28 | |
| PDINVenue=IoTJ'25, Method Architecture Category=GCN-based methods2026.05 | 72.42 | 58.69 | 42.37 | — | — | — | — | |
| LOCFORMERVenue=EACL'23, Method Architecture Category=non GCN-based methods2026.05 | 71.88 | 58.52 | 38.51 | — | — | — | 51.76 | |
| MKBPVenue=TCSVT'26, Method Architecture Category=non GCN-based methods2026.05 | 71.77 | 60.43 | 40.81 | — | — | — | 52.05 | |
| R2TuningVenue=ECCV'24, Method Architecture Category=non GCN-based methods2026.05 | 70.91 | 59.78 | 37.02 | — | — | — | 50.86 | |
| PLNVenue=TOMM'23, Method Architecture Category=non GCN-based methods2026.05 | 68.6 | 56.02 | 35.16 | 94.54 | 87.63 | 62.34 | 49.09 | |
| NumProVenue=CVPR'25, Method Architecture Category=non GCN-based methods2026.05 | 63.8 | 42 | 20.6 | — | — | — | 41.4 | |
| UniSDNet*Venue=TPAMI'25, Method Architecture Category=GCN-based methods2026.05 | 60.99 | 47.58 | 29.52 | 93.06 | 84.52 | 63.82 | 43.79 | |
| LMRVenue=TMM'25, Method Architecture Category=non GCN-based methods2026.05 | 55.91 | 35.19 | — | 83.79 | 50.48 | — | — | |
| CDNVenue=TMM'22, Method Architecture Category=non GCN-based methods2026.05 | 45.24 | 26.99 | — | 81.18 | 57.47 | — | — | |
| 2D-TANVenue=AAAI'20, Method Architecture Category=non GCN-based methods2026.05 | 39.7 | 23.31 | — | 80.32 | 51.26 | — | — |