Skeleton Action Recognition on NTU, PKU, and ETRI Cross-dataset
59.1N -> E AccuracyST-Cubism
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| ST-Cubism2024.10 | 59.1 | 71.7 | 45.4 | 52.4 | 57.1 | |
| Recover-and-ResampleBackbone=AGCN (modified)2024.10 | 58.4 | 75.8 | 48.4 | 57.8 | 60.1 | |
| CropResize2024.10 | 57.5 | 70.3 | 45.5 | 50.6 | 56 | |
| CropPad2024.10 | 56.8 | 70.1 | 44 | 50.9 | 55.4 | |
| Uniform sampling2024.10 | 56.7 | 69.4 | 45.3 | 51.3 | 55.7 | |
| Skeleton-MAE2024.10 | 56.1 | 72.7 | 44.5 | 52.4 | 56.4 | |
| CCSA2024.10 | 56 | 72.2 | 43.6 | 51.7 | 55.9 | |
| ADA2024.10 | 55.2 | 69.2 | 43.8 | 50.7 | 54.7 | |
| Mixup2024.10 | 55 | 69.9 | 44.5 | 52.2 | 55.4 | |
| ERM2024.10 | 54.9 | 70.5 | 42.4 | 49.7 | 54.4 | |
| Multiple-crop testing2024.10 | 54.4 | 76.5 | 40.8 | 52.6 | 56.1 | |
| TSN2024.10 | 54.3 | 68.6 | 43 | 50 | 54 | |
| OTAM+KNN2024.10 | 54.2 | 72.7 | 42.9 | 50.8 | 55.2 | |
| HICLR2024.10 | 54 | 70.6 | 46.7 | 53.8 | 56.3 |