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ResearchFormerly WizWand

Action Recognition on H2O (test)

91.73AccuracyOurs (SHARP)
67.96674.135580.30586.4745Sep 20, 2022Jan 14, 2023May 11, 2023Sep 4, 2023Dec 30, 2023Apr 24, 2024Aug 19, 2024
Updated 8mo ago

Evaluation results

MethodLinks
Ours (SHARP)Year=Now, Img (Semantic Features)=Excluded, Hand Pose=3D, Obj Pose=2D, Obj Label=Included2024.0891.73
OursYear=2024, Img=false, Hand P.=2D, Obj P.=2D, Obj L.=true2024.0491.32
EffHandEgoNetYear=2024, Img (Semantic Features)=Excluded, Hand Pose=2D, Obj Pose=2D, Obj Label=Included2024.0891.32
H2OTRYear=2023, Img=false, Hand P.=3D, Obj P.=6D, Obj L.=true2024.0490.9
H2OTRYear=2023, Img (Semantic Features)=Excluded, Hand Pose=3D, Obj Pose=6D, Obj Label=Included2024.0890.9
HTTInput=RGB2022.0986.36
HTTYear=2023, Img=true, Hand P.=3D, Obj P.=false, Obj L.=true2024.0486.36
HTTYear=2023, Img (Semantic Features)=Included, Hand Pose=3D, Obj Pose=None, Obj Label=Included2024.0886.36
H2O w/ TA-GCNGraph Backbone=TA-GCN, Input=RGB2022.0979.25
TA-GCNYear=2021, Img=false, Hand P.=3D, Obj P.=6D, Obj L.=true2024.0479.25
TA-GCNYear=2021, Img (Semantic Features)=Excluded, Hand Pose=3D, Obj Pose=6D, Obj Label=Included2024.0879.25
SlowFastInput=RGB2022.0977.69
SlowFastYear=2019, Img=true, Hand P.=false, Obj P.=false, Obj L.=false2024.0477.69
SlowFastYear=2019, Img (Semantic Features)=Included, Hand Pose=None, Obj Pose=None, Obj Label=Excluded2024.0877.69
I3DInput=RGB2022.0975.21
I3DYear=2017, Img=true, Hand P.=false, Obj P.=false, Obj L.=false2024.0475.21
I3DYear=2017, Img (Semantic Features)=Included, Hand Pose=None, Obj Pose=None, Obj Label=Excluded2024.0875.21
H2O w/ ST-GCNGraph Backbone=ST-GCN, Input=RGB2022.0973.86
ST-GCNYear=2018, Img=false, Hand P.=3D, Obj P.=6D, Obj L.=true2024.0473.86
ST-GCNYear=2018, Img (Semantic Features)=Excluded, Hand Pose=3D, Obj Pose=6D, Obj Label=Included2024.0873.86
C2DInput=RGB2022.0970.66
C2DYear=2018, Img=true, Hand P.=false, Obj P.=false, Obj L.=false2024.0470.66
C2DYear=2018, Img (Semantic Features)=Included, Hand Pose=None, Obj Pose=None, Obj Label=Excluded2024.0870.66
H+OInput=RGB2022.0968.88
H+OYear=2019, Img=false, Hand P.=3D, Obj P.=6D, Obj L.=false2024.0468.88
H+OYear=2019, Img (Semantic Features)=Excluded, Hand Pose=3D, Obj Pose=6D, Obj Label=Included2024.0868.88