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ResearchFormerly WizWand

Action Recognition on N-UCLA

93.3AccuracyAGC-LSTM
33.29248.87164.4580.029Jul 12, 2018Dec 1, 2018Apr 23, 2019Sep 13, 2019Feb 2, 2020Jun 24, 2020Nov 14, 2020
Updated 8mo ago

Evaluation results

MethodLinks
AGC-LSTMSupervision Mode=Supervised Skeleton2019.1193.3
Action MachinePose=false, RGB=true2018.1292.3
EleAtt-GRUAugmentation=true2018.0790.7
VA-RNN-AugSupervision Mode=Supervised Skeleton2019.1190.7
Ensemble TS-LSTMPose=true, RGB=true2018.1289.2
EleAtt-GRU2018.0789
Action MachinePose=false, RGB=true2018.1288.3
Glimpse CloudsPose=false, RGB=true2018.1287.6
PCRPMethod Category=Unsupervised Methods, Modality=Skeleton2020.1187
Enhanced viz.Pose=true, RGB=false2018.1286.1
P&C FW-AECSupervision Mode=Unsupervised Skeleton2019.1184.9
Baseline-GRU2018.0784.3
P&C FS-AECSupervision Mode=Unsupervised Skeleton2019.1183.8
Glimpse CloudsPose=false, RGB=true2018.1283.4
P&C FWMethod Category=Unsupervised Methods, Modality=Skeleton2020.1183.3
HBRNN-L2018.0778.5
H-RNNPose=true, RGB=false2018.1278.5
HBRNN-LSupervision Mode=Supervised Skeleton2019.1178.5
HBRNN-LMethod Category=Supervised Methods, Modality=Skeleton2020.1178.5
MS2LMethod Category=Unsupervised Methods, Modality=Skeleton2020.1176.8
AE2018.0776
Actionlet EnsSupervision Mode=Supervised Skeleton2019.1176
Actionlet EnsMethod Category=Hand-Crafted Methods, Modality=Skeleton2020.1176
LongT GANSupervision Mode=Unsupervised Skeleton2019.1174.3
LongT GANMethod Category=Unsupervised Methods, Modality=Skeleton2020.1174.3
Lie GroupPose=true, RGB=false2018.1274.2
HOPCSupervision Mode=Supervised Skeleton2019.1174.2
Lie GroupMethod Category=Hand-Crafted Methods, Modality=Skeleton2020.1174.2
P&C RandSupervision Mode=Unsupervised Skeleton2019.1172
VA-LSTM2018.0770.7
Li et al.Supervision Mode=Unsupervised RGB+D2019.1162.5
Li et al.Method Category=Unsupervised Methods, Modality=Depth Image2020.1162.5
HOJ3D2018.0754.5
Luo et al.Supervision Mode=Unsupervised RGB+D2019.1150.7
Luo et al.Method Category=Unsupervised Methods, Modality=Depth Image2020.1150.7
AS-CALMethod Category=Unsupervised Methods, Modality=Skeleton2020.1135.6