Action Recognition on N-UCLA
93.3AccuracyAGC-LSTM
Evaluation Results
| Method | Links | |
|---|---|---|
| AGC-LSTMSupervision Mode=Supervised Skeleton2019.11 | 93.3 | |
| Action MachinePose=false, RGB=true2018.12 | 92.3 | |
| EleAtt-GRUAugmentation=true2018.07 | 90.7 | |
| VA-RNN-AugSupervision Mode=Supervised Skeleton2019.11 | 90.7 | |
| Ensemble TS-LSTMPose=true, RGB=true2018.12 | 89.2 | |
| EleAtt-GRU2018.07 | 89 | |
| Action MachinePose=false, RGB=true2018.12 | 88.3 | |
| Glimpse CloudsPose=false, RGB=true2018.12 | 87.6 | |
| PCRPMethod Category=Unsupervised Methods, Modality=Skeleton2020.11 | 87 | |
| Enhanced viz.Pose=true, RGB=false2018.12 | 86.1 | |
| P&C FW-AECSupervision Mode=Unsupervised Skeleton2019.11 | 84.9 | |
| Baseline-GRU2018.07 | 84.3 | |
| P&C FS-AECSupervision Mode=Unsupervised Skeleton2019.11 | 83.8 | |
| Glimpse CloudsPose=false, RGB=true2018.12 | 83.4 | |
| P&C FWMethod Category=Unsupervised Methods, Modality=Skeleton2020.11 | 83.3 | |
| HBRNN-L2018.07 | 78.5 | |
| H-RNNPose=true, RGB=false2018.12 | 78.5 | |
| HBRNN-LSupervision Mode=Supervised Skeleton2019.11 | 78.5 | |
| HBRNN-LMethod Category=Supervised Methods, Modality=Skeleton2020.11 | 78.5 | |
| MS2LMethod Category=Unsupervised Methods, Modality=Skeleton2020.11 | 76.8 | |
| AE2018.07 | 76 | |
| Actionlet EnsSupervision Mode=Supervised Skeleton2019.11 | 76 | |
| Actionlet EnsMethod Category=Hand-Crafted Methods, Modality=Skeleton2020.11 | 76 | |
| LongT GANSupervision Mode=Unsupervised Skeleton2019.11 | 74.3 | |
| LongT GANMethod Category=Unsupervised Methods, Modality=Skeleton2020.11 | 74.3 | |
| Lie GroupPose=true, RGB=false2018.12 | 74.2 | |
| HOPCSupervision Mode=Supervised Skeleton2019.11 | 74.2 | |
| Lie GroupMethod Category=Hand-Crafted Methods, Modality=Skeleton2020.11 | 74.2 | |
| P&C RandSupervision Mode=Unsupervised Skeleton2019.11 | 72 | |
| VA-LSTM2018.07 | 70.7 | |
| Li et al.Supervision Mode=Unsupervised RGB+D2019.11 | 62.5 | |
| Li et al.Method Category=Unsupervised Methods, Modality=Depth Image2020.11 | 62.5 | |
| HOJ3D2018.07 | 54.5 | |
| Luo et al.Supervision Mode=Unsupervised RGB+D2019.11 | 50.7 | |
| Luo et al.Method Category=Unsupervised Methods, Modality=Depth Image2020.11 | 50.7 | |
| AS-CALMethod Category=Unsupervised Methods, Modality=Skeleton2020.11 | 35.6 |