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ResearchFormerly WizWand

Action Recognition on HDM05 (5-fold)

82.26AccuracyCorNet-PHCM
38.049649.527361.00572.4827May 18, 2026
Updated 5mo ago

Evaluation results

MethodLinks
CorNet-PHCMManifold=Correlation, Training time per epoch=1.102026.0582.26
CorNet-OLMManifold=Correlation, Training time per epoch=0.932026.0581.46
CorNet-ECMManifold=Correlation, Training time per epoch=0.602026.0581.35
CorNet-LECMManifold=Correlation, Training time per epoch=0.642026.0578.05
CorNet-LSMManifold=Correlation, Training time per epoch=0.982026.0574.89
GyroLE*Manifold=SPD, Training time per epoch=2.862026.0573.17
GyroAI*Manifold=SPD, Training time per epoch=22.802026.0572.34
SPDNetLieBN-AIMManifold=SPD, Training time per epoch=1.152026.0571.83
SPDNetLieBN-LCMManifold=SPD, Training time per epoch=1.112026.0571.78
SPDNetBNManifold=SPD, Training time per epoch=0.942026.0571.28
SPDResNet-LEMManifold=SPD, Training time per epoch=0.552026.0570.12
GyroSPD++*Manifold=SPD, Training time per epoch=103.572026.0569.82
GyroLC*Manifold=SPD, Training time per epoch=1.492026.0567.53
SPDNetMLRManifold=SPD, Training time per epoch=5.462026.0565.9
SPDResNet-AIMManifold=SPD, Training time per epoch=1.232026.0564.95
SPDNetManifold=SPD, Training time per epoch=0.502026.0564.57
GrNetManifold=Grassmann, Training time per epoch=1.642026.0563.19
GyroGr*Manifold=Grassmann, Training time per epoch=2.482026.0558.32
GyroGr-Scaling*Manifold=Grassmann, Training time per epoch=3.522026.0539.75