Action Recognition on UTD-MHAD (val)
94.5AccuracyPoseMap
Evaluation Results
| Method | Links | |
|---|---|---|
| PoseMapApproach=PoseMap2021.09 | 94.5 | |
| Fusion-GCNApproach=Skeleton + IMU (Center)2021.09 | 94.42 | |
| Fusion-GCNApproach=Skeleton + IMU (Wrist/Hip)2021.09 | 94.07 | |
| Gimme SignalsApproach=Gimme Signals2021.09 | 93.33 | |
| Fusion-GCNApproach=Skeleton + IMU (Center + Add. Edges)2021.09 | 93.26 | |
| Fusion-GCNApproach=Skeleton + IMU (Wrist/Hip + Add. Edges)2021.09 | 93.26 | |
| MCRLApproach=MCRL2021.09 | 93.02 | |
| Fusion-GCNApproach=Skeleton + IMU + RGB Encoder R(2+1)D2021.09 | 92.85 | |
| Fusion-GCNApproach=Skeleton + IMU + RGB Encoder R-182021.09 | 92.33 | |
| SkeletonApproach=Skeleton2021.09 | 92.32 | |
| Fusion-GCNApproach=Skeleton + RGB Encoder R(2+1)D2021.09 | 91.62 | |
| Fusion-GCNApproach=Skeleton + IMU (Channel Fusion)2021.09 | 90.29 | |
| Fusion-GCNApproach=Skeleton + RGB Encoder R-182021.09 | 89.83 | |
| Fusion-GCNApproach=Skeleton + IMU + RGB Patch Features R-182021.09 | 78.9 | |
| Fusion-GCNApproach=Skeleton + RGB Patch Features R-182021.09 | 73.49 | |
| R(2+1)DApproach=R(2+1)D2021.09 | 61.63 | |
| Fusion-GCNApproach=Skeleton + RGB Patch Features R-18 (no MLP)2021.09 | 44.6 | |
| RGB Patch Features R-18Approach=RGB Patch Features R-182021.09 | 27.67 | |
| RGB Encoder R-18Approach=RGB Encoder R-182021.09 | 27.21 |