OpenCodePapers
action-recognition-on-h2o-2-hands-and-objects
Action Recognition
Dataset Link
Results over time
Click legend items to toggle metrics. Hover points for model names.
Leaderboard
Show papers without code
Paper
Code
Actions Top-1
↕
RGB
↕
Hand Pose
↕
Object Pose
↕
Object Label
↕
ModelName
ReleaseDate
↕
On the Utility of 3D Hand Poses for Action Recognition
✓ Link
93.39
Yes
3D
No
No
HandFormer-B/21x8
2024-03-14
SHARP: Segmentation of Hands and Arms by Range using Pseudo-Depth for Enhanced Egocentric 3D Hand Pose Estimation and Action Recognition
✓ Link
91.73
No
3D
2D
Yes
SHARP
2024-08-19
In My Perspective, In My Hands: Accurate Egocentric 2D Hand Pose and Action Recognition
✓ Link
91.32
No
2D
2D
Yes
EffHandEgoNet
2024-04-14
Transformer-Based Unified Recognition of Two Hands Manipulating Objects
✓ Link
90.90
Yes
3D (est.)
Yes (est.)
Yes (est.)
H2OTR
2023-01-01
Interactive Spatiotemporal Token Attention Network for Skeleton-based General Interactive Action Recognition
✓ Link
89.09
No
3D
Yes
No
ISTA-Net
2023-07-14
Hierarchical Temporal Transformer for 3D Hand Pose Estimation and Action Recognition from Egocentric RGB Videos
✓ Link
86.36
Yes
3D (est.)
No
Yes (est.)
HTT
2022-09-20
Revisiting Skeleton-based Action Recognition
✓ Link
83.47
Yes
2D
No
No
RGBPoseConv3D
2021-04-28
H2O: Two Hands Manipulating Objects for First Person Interaction Recognition
79.25
No
3D
Yes
No
TA-GCN
2021-04-22
SlowFast Networks for Video Recognition
✓ Link
77.69
Yes
No
No
No
SlowFast
2018-12-10
Spatial Temporal Graph Convolutional Networks for Skeleton-Based Action Recognition
✓ Link
73.86
No
3D
Yes
No
ST-GCN
2018-01-23
Disentangling and Unifying Graph Convolutions for Skeleton-Based Action Recognition
✓ Link
50.83
No
3D
No
No
MS-G3D
2020-03-31