Micro-action Recognition on MA-52 1.0 (test)
82.3Body Top-1 AccPCAN
Evaluation Results
| Method | Links | ||||||||
|---|---|---|---|---|---|---|---|---|---|
| PCANModality=Joint2024.12 | 82.3 | 66.74 | 91.75 | 77.02 | 82.3 | 53.83 | 66.74 | 69.97 | |
| PoseConv3DModality=Joint2024.12 | 80.95 | 63.52 | 90.23 | 74.96 | 80.95 | 47.2 | 63.52 | 66.66 | |
| PCANModality=RGB2024.12 | 79.36 | 60.03 | 87.65 | 72.37 | 79.36 | 43.29 | 60.03 | 63.76 | |
| Uniformer2024.12 | 79.03 | 58.89 | 87.29 | 71.8 | 79.03 | 48.01 | 58.89 | 64.43 | |
| MANet2024.12 | 78.95 | 61.33 | 88.83 | 72.87 | 78.95 | 49.22 | 61.33 | 65.59 | |
| B2C-AFM2024.12 | 78.34 | 57.12 | 88.45 | 72.53 | 78.34 | 44.12 | 57.12 | 63.03 | |
| I3D2024.12 | 78.16 | 57.07 | 88.67 | 71.56 | 78.16 | 44.96 | 57.07 | 61.66 | |
| VSwinT2024.12 | 77.95 | 57.23 | 87.99 | 71.25 | 77.95 | 38.53 | 57.23 | 61.24 | |
| PoseConv3DModality=RGB2024.12 | 77.77 | 56.3 | 86.11 | 69.87 | 77.77 | 35.8 | 56.3 | 59.93 | |
| TSM2024.12 | 77.64 | 56.75 | 87.47 | 70.98 | 77.64 | 40.19 | 56.75 | 61.39 | |
| SlowFast2024.12 | 77.18 | 59.6 | 88.54 | 70.61 | 77.18 | 45.34 | 59.6 | 63.09 | |
| PCANModality=Pose2024.12 | 76.99 | 56.51 | 87.13 | 71.33 | 76.99 | 42.28 | 56.51 | 61.78 | |
| PoseConv3DModality=Pose2024.12 | 74.6 | 50.93 | 84.98 | 67.31 | 74.6 | 31.07 | 50.93 | 55.98 | |
| C3D2024.12 | 74.04 | 52.22 | 86.97 | 66.6 | 74.04 | 40.86 | 52.22 | 58.43 | |
| TIN2024.12 | 73.26 | 52.81 | 85.37 | 66.99 | 73.26 | 39.82 | 52.81 | 58.22 | |
| CTRGCN2024.12 | 72.06 | 52.61 | 81.22 | 63.46 | 72.06 | 37.79 | 52.61 | 56.48 | |
| 2s-AGCN2024.12 | 70.07 | 49.48 | 78.27 | 61.3 | 70.07 | 34.64 | 49.48 | 53.87 | |
| STGCN2024.12 | 69.87 | 49.61 | 79.54 | 61.53 | 69.87 | 34.64 | 49.61 | 53.91 | |
| TimesFormer2024.12 | 69.17 | 40.67 | 82.67 | 61.9 | 69.17 | 34.38 | 40.67 | 51.53 | |
| TSN2024.12 | 59.22 | 34.46 | 73.34 | 52.5 | 59.22 | 28.52 | 34.46 | 43.67 |