Action recognition on FPHA (5-fold)
92.17AccuracyCorNet-ECM
Evaluation results
| Method | Links | |
|---|---|---|
| CorNet-ECMManifold=Correlation, Training time per epoch=0.502026.05 | 92.17 | |
| CorNet-OLMManifold=Correlation, Training time per epoch=0.792026.05 | 91.63 | |
| CorNet-LECMManifold=Correlation, Training time per epoch=0.542026.05 | 91.17 | |
| GyroLE*Manifold=SPD, Training time per epoch=1.592026.05 | 90.73 | |
| SPDNetLieBN-AIMManifold=SPD, Training time per epoch=0.972026.05 | 90.39 | |
| CorNet-PHCMManifold=Correlation, Training time per epoch=0.772026.05 | 90.03 | |
| GyroAI*Manifold=SPD, Training time per epoch=12.622026.05 | 89.6 | |
| GyroSPD++*Manifold=SPD, Training time per epoch=66.352026.05 | 89.5 | |
| SPDNetBNManifold=SPD, Training time per epoch=0.582026.05 | 89.33 | |
| SPDResNet-AIMManifold=SPD, Training time per epoch=0.692026.05 | 86.63 | |
| SPDNetLieBN-LCMManifold=SPD, Training time per epoch=0.592026.05 | 86.33 | |
| SPDNetMLRManifold=SPD, Training time per epoch=0.882026.05 | 85.6 | |
| SPDNetManifold=SPD, Training time per epoch=0.282026.05 | 85.59 | |
| GrNetManifold=Grassmann, Training time per epoch=0.702026.05 | 85.31 | |
| SPDResNet-LEMManifold=SPD, Training time per epoch=0.302026.05 | 85.07 | |
| CorNet-LSMManifold=Correlation, Training time per epoch=0.832026.05 | 83.43 | |
| GyroGr*Manifold=Grassmann, Training time per epoch=0.702026.05 | 79.62 | |
| GyroLC*Manifold=SPD, Training time per epoch=0.782026.05 | 76.1 | |
| GyroGr-Scaling*Manifold=Grassmann, Training time per epoch=1.032026.05 | 58.62 |