Multi-label Action Recognition on Animal Kingdom 1.0 (test)
30.55Overall mAPX3D
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| X3DLoss Strategy=EQL2022.04 | 30.55 | 63.33 | 38.62 | 25.09 | |
| X3DLoss Strategy=LDAM-DRW2022.04 | 30.54 | 62.46 | 39.48 | 24.96 | |
| X3DLoss Strategy=Focal Loss2022.04 | 28.85 | 64.44 | 39.72 | 22.41 | |
| I3DLoss Strategy=Focal Loss2022.04 | 26.49 | 64.72 | 40.18 | 19.07 | |
| X3DLoss Strategy=Baseline (Cross Entropy Loss)2022.04 | 25.25 | 60.33 | 36.19 | 18.83 | |
| I3DLoss Strategy=EQL2022.04 | 24.85 | 60.63 | 35.36 | 18.47 | |
| SlowFastLoss Strategy=Focal Loss2022.04 | 24.74 | 60.72 | 34.59 | 18.51 | |
| SlowFastLoss Strategy=EQL2022.04 | 24.41 | 59.7 | 34.99 | 18.07 | |
| SlowFastLoss Strategy=LDAM-DRW2022.04 | 22.65 | 50.02 | 29.23 | 17.61 | |
| I3DLoss Strategy=LDAM-DRW2022.04 | 22.4 | 53.26 | 27.73 | 17.82 | |
| SlowFastLoss Strategy=Baseline (Cross Entropy Loss)2022.04 | 20.46 | 54.52 | 27.68 | 15.07 | |
| I3DLoss Strategy=Baseline (Cross Entropy Loss)2022.04 | 16.48 | 46.39 | 20.68 | 12.28 |