Action Recognition on NTU120 (5-fold)
65.04AccuracyCorNet-ECM
Evaluation Results
| Method | Links | |
|---|---|---|
| CorNet-ECMManifold=Correlation, Training time per epoch=12.062026.05 | 65.04 | |
| CorNet-LECMManifold=Correlation, Training time per epoch=12.682026.05 | 65.03 | |
| CorNet-OLMManifold=Correlation, Training time per epoch=16.072026.05 | 64.41 | |
| GyroAI*Manifold=SPD, Training time per epoch=98.312026.05 | 62.21 | |
| GyroSPD++*Manifold=SPD, Training time per epoch=216.462026.05 | 61.57 | |
| SPDResNet-LEMManifold=SPD, Training time per epoch=13.002026.05 | 61.34 | |
| CorNet-LSMManifold=Correlation, Training time per epoch=16.282026.05 | 60.69 | |
| CorNet-PHCMManifold=Correlation, Training time per epoch=16.922026.05 | 60.01 | |
| GyroLE*Manifold=SPD, Training time per epoch=22.082026.05 | 59.29 | |
| GyroLC*Manifold=SPD, Training time per epoch=14.142026.05 | 59.29 | |
| SPDNetMLRManifold=SPD, Training time per epoch=22.482026.05 | 58.59 | |
| SPDNetLieBN-AIMManifold=SPD, Training time per epoch=31.102026.05 | 58.2 | |
| SPDNetLieBN-LCMManifold=SPD, Training time per epoch=22.062026.05 | 57.96 | |
| GrNetManifold=Grassmann, Training time per epoch=50.972026.05 | 57.59 | |
| SPDResNet-AIMManifold=SPD, Training time per epoch=23.842026.05 | 57.33 | |
| SPDNetBNManifold=SPD, Training time per epoch=19.782026.05 | 54.35 | |
| GyroGr*Manifold=Grassmann, Training time per epoch=136.962026.05 | 53.76 | |
| SPDNetManifold=SPD, Training time per epoch=12.772026.05 | 51.25 | |
| GyroGr-Scaling*Manifold=Grassmann, Training time per epoch=338.012026.05 | 43.9 |