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ResearchFormerly WizWand

Action Recognition on NTU120 (5-fold)

65.04AccuracyCorNet-ECM
43.054448.762254.4760.1778May 18, 2026
Updated 5mo ago

Evaluation results

MethodLinks
CorNet-ECMManifold=Correlation, Training time per epoch=12.062026.0565.04
CorNet-LECMManifold=Correlation, Training time per epoch=12.682026.0565.03
CorNet-OLMManifold=Correlation, Training time per epoch=16.072026.0564.41
GyroAI*Manifold=SPD, Training time per epoch=98.312026.0562.21
GyroSPD++*Manifold=SPD, Training time per epoch=216.462026.0561.57
SPDResNet-LEMManifold=SPD, Training time per epoch=13.002026.0561.34
CorNet-LSMManifold=Correlation, Training time per epoch=16.282026.0560.69
CorNet-PHCMManifold=Correlation, Training time per epoch=16.922026.0560.01
GyroLE*Manifold=SPD, Training time per epoch=22.082026.0559.29
GyroLC*Manifold=SPD, Training time per epoch=14.142026.0559.29
SPDNetMLRManifold=SPD, Training time per epoch=22.482026.0558.59
SPDNetLieBN-AIMManifold=SPD, Training time per epoch=31.102026.0558.2
SPDNetLieBN-LCMManifold=SPD, Training time per epoch=22.062026.0557.96
GrNetManifold=Grassmann, Training time per epoch=50.972026.0557.59
SPDResNet-AIMManifold=SPD, Training time per epoch=23.842026.0557.33
SPDNetBNManifold=SPD, Training time per epoch=19.782026.0554.35
GyroGr*Manifold=Grassmann, Training time per epoch=136.962026.0553.76
SPDNetManifold=SPD, Training time per epoch=12.772026.0551.25
GyroGr-Scaling*Manifold=Grassmann, Training time per epoch=338.012026.0543.9