Action Recognition on H2O (test)
91.73AccuracyOurs (SHARP)
Evaluation Results
| Method | Links | |
|---|---|---|
| Ours (SHARP)Year=Now, Img (Semantic Features)=Excluded, Hand Pose=3D, Obj Pose=2D, Obj Label=Included2024.08 | 91.73 | |
| OursYear=2024, Img=false, Hand P.=2D, Obj P.=2D, Obj L.=true2024.04 | 91.32 | |
| EffHandEgoNetYear=2024, Img (Semantic Features)=Excluded, Hand Pose=2D, Obj Pose=2D, Obj Label=Included2024.08 | 91.32 | |
| H2OTRYear=2023, Img=false, Hand P.=3D, Obj P.=6D, Obj L.=true2024.04 | 90.9 | |
| H2OTRYear=2023, Img (Semantic Features)=Excluded, Hand Pose=3D, Obj Pose=6D, Obj Label=Included2024.08 | 90.9 | |
| HTTInput=RGB2022.09 | 86.36 | |
| HTTYear=2023, Img=true, Hand P.=3D, Obj P.=false, Obj L.=true2024.04 | 86.36 | |
| HTTYear=2023, Img (Semantic Features)=Included, Hand Pose=3D, Obj Pose=None, Obj Label=Included2024.08 | 86.36 | |
| H2O w/ TA-GCNGraph Backbone=TA-GCN, Input=RGB2022.09 | 79.25 | |
| TA-GCNYear=2021, Img=false, Hand P.=3D, Obj P.=6D, Obj L.=true2024.04 | 79.25 | |
| TA-GCNYear=2021, Img (Semantic Features)=Excluded, Hand Pose=3D, Obj Pose=6D, Obj Label=Included2024.08 | 79.25 | |
| SlowFastInput=RGB2022.09 | 77.69 | |
| SlowFastYear=2019, Img=true, Hand P.=false, Obj P.=false, Obj L.=false2024.04 | 77.69 | |
| SlowFastYear=2019, Img (Semantic Features)=Included, Hand Pose=None, Obj Pose=None, Obj Label=Excluded2024.08 | 77.69 | |
| I3DInput=RGB2022.09 | 75.21 | |
| I3DYear=2017, Img=true, Hand P.=false, Obj P.=false, Obj L.=false2024.04 | 75.21 | |
| I3DYear=2017, Img (Semantic Features)=Included, Hand Pose=None, Obj Pose=None, Obj Label=Excluded2024.08 | 75.21 | |
| H2O w/ ST-GCNGraph Backbone=ST-GCN, Input=RGB2022.09 | 73.86 | |
| ST-GCNYear=2018, Img=false, Hand P.=3D, Obj P.=6D, Obj L.=true2024.04 | 73.86 | |
| ST-GCNYear=2018, Img (Semantic Features)=Excluded, Hand Pose=3D, Obj Pose=6D, Obj Label=Included2024.08 | 73.86 | |
| C2DInput=RGB2022.09 | 70.66 | |
| C2DYear=2018, Img=true, Hand P.=false, Obj P.=false, Obj L.=false2024.04 | 70.66 | |
| C2DYear=2018, Img (Semantic Features)=Included, Hand Pose=None, Obj Pose=None, Obj Label=Excluded2024.08 | 70.66 | |
| H+OInput=RGB2022.09 | 68.88 | |
| H+OYear=2019, Img=false, Hand P.=3D, Obj P.=6D, Obj L.=false2024.04 | 68.88 | |
| H+OYear=2019, Img (Semantic Features)=Excluded, Hand Pose=3D, Obj Pose=6D, Obj Label=Included2024.08 | 68.88 |