3D Action Recognition on NTU RGB+D 60 (Cross-View)
97.5AccuracyMAMP
Evaluation Results
| Method | Links | |
|---|---|---|
| MAMPEvaluation Protocol=fully supervised, Multi-stream ensembling=false2023.08 | 97.5 | |
| InfoGCNEvaluation Protocol=fully supervised2023.08 | 97.1 | |
| CTR-CGNEvaluation Protocol=fully supervised2023.08 | 96.8 | |
| PoseC3DEvaluation Protocol=fully supervised2023.08 | 96.6 | |
| PSTNetInput=Point2026.02 | 96.5 | |
| PointATAInput=Point2026.02 | 96.5 | |
| P4Trans.Input=Point2026.02 | 96.4 | |
| PST-Trans.Input=Point2026.02 | 96.4 | |
| 3DV-PN++Input=Voxel+Point2026.02 | 96.3 | |
| 3DVInput=Voxel2026.02 | 95.4 | |
| MAMPLabel Fraction=10%, Evaluation Protocol=Semi-supervised2023.08 | 91.5 | |
| PointNet++Input=Point2026.02 | 85.1 | |
| MTLN2019.05 | 84.8 | |
| SkeletonMAE*Label Fraction=10%, Evaluation Protocol=Semi-supervised2023.08 | 83.5 | |
| 3s-CMDLabel Fraction=10%, Evaluation Protocol=Semi-supervised2023.08 | 82.4 | |
| 3s-AimCLRLabel Fraction=10%, Evaluation Protocol=Semi-supervised2023.08 | 81.6 | |
| 3s-Hi-TRSLabel Fraction=10%, Evaluation Protocol=Semi-supervised2023.08 | 81.1 | |
| CMDLabel Fraction=10%, Evaluation Protocol=Semi-supervised2023.08 | 80.2 | |
| 3s-ColorizationLabel Fraction=10%, Evaluation Protocol=Semi-supervised2023.08 | 78.9 | |
| 3s-CrosSCLRLabel Fraction=10%, Evaluation Protocol=Semi-supervised2023.08 | 77.8 | |
| ST-LSTM2019.05 | 77.7 | |
| CPMLabel Fraction=10%, Evaluation Protocol=Semi-supervised2023.08 | 77.1 | |
| W/o pre-trainingLabel Fraction=10%, Evaluation Protocol=Semi-supervised2023.08 | 76 | |
| ISCLabel Fraction=10%, Evaluation Protocol=Semi-supervised2023.08 | 72.5 | |
| ASSLLabel Fraction=10%, Evaluation Protocol=Semi-supervised2023.08 | 69.8 | |
| MAMPLabel Fraction=1%, Evaluation Protocol=Semi-supervised2023.08 | 68.7 | |
| CPMLabel Fraction=1%, Evaluation Protocol=Semi-supervised2023.08 | 57.5 | |
| 3s-CMDLabel Fraction=1%, Evaluation Protocol=Semi-supervised2023.08 | 55.5 | |
| SkeletonMAE*Label Fraction=1%, Evaluation Protocol=Semi-supervised2023.08 | 54.6 | |
| 3s-AimCLRLabel Fraction=1%, Evaluation Protocol=Semi-supervised2023.08 | 54.3 | |
| CMDLabel Fraction=1%, Evaluation Protocol=Semi-supervised2023.08 | 53 | |
| 3s-ColorizationLabel Fraction=1%, Evaluation Protocol=Semi-supervised2023.08 | 52.5 | |
| 3s-Hi-TRSLabel Fraction=1%, Evaluation Protocol=Semi-supervised2023.08 | 51.5 | |
| 3s-CrosSCLRLabel Fraction=1%, Evaluation Protocol=Semi-supervised2023.08 | 50 | |
| W/o pre-trainingLabel Fraction=1%, Evaluation Protocol=Semi-supervised2023.08 | 40.4 | |
| ISCLabel Fraction=1%, Evaluation Protocol=Semi-supervised2023.08 | 38.1 |