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3D Action Recognition on NTU RGB+D 60 (Cross-View)

97.5AccuracyMAMP
35.72451.76267.883.838May 12, 2019Jun 28, 2020Aug 16, 2021Oct 4, 2022Nov 21, 2023Jan 8, 2025Feb 26, 2026

Evaluation results

MethodLinks
MAMPEvaluation Protocol=fully supervised, Multi-stream ensembling=false2023.0897.5
InfoGCNEvaluation Protocol=fully supervised2023.0897.1
CTR-CGNEvaluation Protocol=fully supervised2023.0896.8
PoseC3DEvaluation Protocol=fully supervised2023.0896.6
PSTNetInput=Point2026.0296.5
PointATAInput=Point2026.0296.5
P4Trans.Input=Point2026.0296.4
PST-Trans.Input=Point2026.0296.4
3DV-PN++Input=Voxel+Point2026.0296.3
3DVInput=Voxel2026.0295.4
MAMPLabel Fraction=10%, Evaluation Protocol=Semi-supervised2023.0891.5
PointNet++Input=Point2026.0285.1
MTLN2019.0584.8
SkeletonMAE*Label Fraction=10%, Evaluation Protocol=Semi-supervised2023.0883.5
3s-CMDLabel Fraction=10%, Evaluation Protocol=Semi-supervised2023.0882.4
3s-AimCLRLabel Fraction=10%, Evaluation Protocol=Semi-supervised2023.0881.6
3s-Hi-TRSLabel Fraction=10%, Evaluation Protocol=Semi-supervised2023.0881.1
CMDLabel Fraction=10%, Evaluation Protocol=Semi-supervised2023.0880.2
3s-ColorizationLabel Fraction=10%, Evaluation Protocol=Semi-supervised2023.0878.9
3s-CrosSCLRLabel Fraction=10%, Evaluation Protocol=Semi-supervised2023.0877.8
ST-LSTM2019.0577.7
CPMLabel Fraction=10%, Evaluation Protocol=Semi-supervised2023.0877.1
W/o pre-trainingLabel Fraction=10%, Evaluation Protocol=Semi-supervised2023.0876
ISCLabel Fraction=10%, Evaluation Protocol=Semi-supervised2023.0872.5
ASSLLabel Fraction=10%, Evaluation Protocol=Semi-supervised2023.0869.8
MAMPLabel Fraction=1%, Evaluation Protocol=Semi-supervised2023.0868.7
CPMLabel Fraction=1%, Evaluation Protocol=Semi-supervised2023.0857.5
3s-CMDLabel Fraction=1%, Evaluation Protocol=Semi-supervised2023.0855.5
SkeletonMAE*Label Fraction=1%, Evaluation Protocol=Semi-supervised2023.0854.6
3s-AimCLRLabel Fraction=1%, Evaluation Protocol=Semi-supervised2023.0854.3
CMDLabel Fraction=1%, Evaluation Protocol=Semi-supervised2023.0853
3s-ColorizationLabel Fraction=1%, Evaluation Protocol=Semi-supervised2023.0852.5
3s-Hi-TRSLabel Fraction=1%, Evaluation Protocol=Semi-supervised2023.0851.5
3s-CrosSCLRLabel Fraction=1%, Evaluation Protocol=Semi-supervised2023.0850
W/o pre-trainingLabel Fraction=1%, Evaluation Protocol=Semi-supervised2023.0840.4
ISCLabel Fraction=1%, Evaluation Protocol=Semi-supervised2023.0838.1