Action Classification on IKEA ASM
52.91Frame Acc Top-13DinAction
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| 3DinActionBidirectional (BD)=true2023.03 | 52.91 | 75.03 | 38.84 | 0.2875 | |
| PointNet++Temporal Smoothing (TS)=false2023.03 | 45.97 | 70.1 | 29.48 | 0.1187 | |
| 3DinActionBidirectional (BD)=false2023.03 | 45.16 | 72.83 | 35.06 | 0.2932 | |
| Human Pose ST-GCN2023.03 | 43.4 | 66.29 | 26.54 | 0.1856 | |
| Human Pose HCN2023.03 | 39.15 | 65.37 | 28.18 | 0.2232 | |
| PointNet++Temporal Smoothing (TS)=true2023.03 | 27.84 | 60.64 | 27.72 | 0.2024 | |
| PSTNet2023.03 | 17.94 | 52.24 | 17.14 | 0.2016 | |
| Set TransformerTemporal Smoothing (TS)=false2023.03 | 14.96 | 57.12 | 13.16 | 0.0299 | |
| Set TransformerTemporal Smoothing (TS)=true2023.03 | 9.54 | 36.5 | 10.74 | 0.1471 | |
| PointNetTemporal Smoothing (TS)=true2023.03 | 6 | 19.48 | 5.14 | 0.0804 | |
| PointNetTemporal Smoothing (TS)=false2023.03 | 4.2 | 19.86 | 5.76 | 0.0346 |