Relation Detection on VidVRD v1.0 (test)
14.13R@50VidVRD-II + DLL
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| VidVRD-II + DLLBackbone=VidVRD-II, Module=Decoupled Label Learning2023.03 | 14.13 | 13.28 | 14.33 | 15.62 | 14.34 | 26.65 | |
| VidVRD-II + KDLBackbone=VidVRD-II, Module=Knowledge-level Label Decoupling2023.03 | 13.82 | 12.23 | 13.17 | 15.26 | 13.62 | 26.02 | |
| VidVRD-II + PDLBackbone=VidVRD-II, Module=Pattern-level Label Decoupling2023.03 | 13.8 | 13.09 | 14.12 | 15.39 | 14.1 | 25.93 | |
| Social Fabric2023.03 | 13.73 | — | — | 16.88 | — | 20.08 | |
| VidVRD-II2023.03 | 13.63 | 12.41 | 12.97 | 14.85 | 13.47 | 25.93 | |
| VRD-STGC+MSVGG2023.03 | 12.62 | — | — | 15.78 | — | 20.76 | |
| VRD-STGC + PDLBackbone=VRD-STGC, Module=Pattern-level Label Decoupling2023.03 | 12.43 | 7.75 | 10.76 | 16.09 | 11.76 | 18.4 | |
| VRD-STGC + KDLBackbone=VRD-STGC, Module=Knowledge-level Label Decoupling2023.03 | 12.41 | 8.59 | 10.52 | 15.47 | 11.75 | 18.3 | |
| VRD-STGC + DLLBackbone=VRD-STGC, Module=Decoupled Label Learning2023.03 | 12.41 | 7.85 | 10.54 | 16.15 | 11.74 | 18.33 | |
| IVRD2023.03 | 12.4 | — | — | 14.46 | — | 22.97 | |
| TSPN2023.03 | 11.56 | — | — | 14.13 | — | 18.9 | |
| VRD-STGC2023.03 | 11.21 | 8.73 | 10.21 | 13.69 | 10.96 | 18.38 | |
| MHA2023.03 | 9.53 | — | — | 10.38 | — | 19.03 | |
| TRACE2023.03 | 9.08 | 7.55 | 9.37 | 11.15 | 9.29 | 17.57 | |
| VRD-GCN2023.03 | 8.07 | — | — | 9.33 | — | 16.26 | |
| GSTEG2023.03 | 7.05 | — | — | 8.67 | — | 9.52 | |
| VidVRD2023.03 | 5.54 | — | — | 6.37 | — | 8.58 | |
| 3DRN2023.03 | 5.53 | — | — | 6.39 | — | 14.68 |