Action Recognition on Toyota SmartHome (Average)
69.8Mean Top-1 AccEPAM-Net
Evaluation results
| Method | Links | |
|---|---|---|
| EPAM-NetSkeleton Modality=true, RGB Modality=true2024.08 | 69.8 | |
| π-ViT + 3D Poses+Skeleton Modality=true, RGB Modality=true, 10 clips per video=true2024.08 | 69.1 | |
| π-ViTSkeleton Modality=false, RGB Modality=true, 10 clips per video=true, Skeleton used in training but not in inference=true2024.08 | 68.9 | |
| VPN+++ 3D PosesSkeleton Modality=true, RGB Modality=true2024.08 | 64.6 | |
| VPN++Skeleton Modality=false, RGB Modality=true, Skeleton used in training but not in inference=true2024.08 | 62 | |
| VPN (I3D)Skeleton Modality=true, RGB Modality=true, backbone=I3D2024.08 | 59.7 | |
| MMNet (ResNet18)Skeleton Modality=true, RGB Modality=true, backbone=ResNet182024.08 | 49.3 | |
| TSMFSkeleton Modality=true, RGB Modality=true2024.08 | 41.4 |