Relation Tagging on VidOR SOTA comparisons (val)
68.86P@1Chen et al. (Identity 2)
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| Chen et al. (Identity 2)Detector=Faster R-CNN, Visual Features=RoI+I3D, Language Features=true, Motion Features=true, Mask Features=true2021.12 | 68.86 | 55.16 | 43.4 | |
| VRU'20-top1Detector=CascadeRCNN, Visual Features=RoI, Language Features=true, Motion Features=true, Mask Features=true2021.12 | 67.43 | — | — | |
| BIG-CDetector=MEGA, Visual Features=RoI, Language Features=true, Motion Features=true, Mask Features=false2021.12 | 64.42 | 51.7 | 41.05 | |
| BIGDetector=MEGA, Visual Features=RoI+I3Df, Language Features=true, Motion Features=true, Mask Features=false2021.12 | 64.42 | 51.8 | 40.96 | |
| BIG-CDetector=MEGA, Visual Features=RoI, Language Features=false, Motion Features=true, Mask Features=false2021.12 | 62.25 | 50.96 | 40.3 | |
| BIGDetector=MEGA, Visual Features=RoI+I3Df, Language Features=false, Motion Features=true, Mask Features=false2021.12 | 62.13 | 51.25 | 40.48 | |
| Chen et al. (Identity 1)Detector=Faster R-CNN, Visual Features=RoI+I3D, Language Features=true, Motion Features=true, Mask Features=true2021.12 | 61.52 | 50.05 | 38.48 | |
| Chen et al. (Full Config)Detector=Faster R-CNN, Visual Features=RoI, Language Features=true, Motion Features=true, Mask Features=true2021.12 | 59.24 | 47.24 | 35.99 | |
| VidVRD-IIDetector=Faster R-CNN, Visual Features=RoI, Language Features=false, Motion Features=true, Mask Features=false2021.12 | 57.4 | 44.54 | 33.3 | |
| Chen et al. (No Lang/Mask)Detector=Faster R-CNN, Visual Features=RoI, Language Features=false, Motion Features=true, Mask Features=false2021.12 | 56.89 | 44.76 | 34.07 | |
| IVRDDetector=Faster R-CNN, Visual Features=RoI, Language Features=false, Motion Features=true, Mask Features=false2021.12 | 53.4 | 42.7 | — | |
| Liu et al.Detector=RefineDet, Visual Features=RoI+I3D, Language Features=false, Motion Features=true, Mask Features=false2021.12 | 51.2 | 40.73 | — | |
| VRU'19-top1Detector=FGFA, Language Features=false, Motion Features=true, Mask Features=false2021.12 | 51.2 | 40.73 | — | |
| MHADetector=FGFA, Language Features=false, Motion Features=true, Mask Features=false2021.12 | 50.72 | 41.56 | — |