Spatio-Temporal Action Localization
13 papers with code • 1 benchmarks • 6 datasets
Benchmarks
These leaderboards are used to track progress in Spatio-Temporal Action Localization
| Trend | Dataset | Best Model | Paper | Code | Compare |
|---|---|---|---|---|---|
|
Kinetics
AVA
MultiSports
VidHOI
JRDB-Act
LIRIS human activities dataset
Most implemented papers
E^2TAD: An Energy-Efficient Tracking-based Action Detector
VITA-Group/21LPCV-UAV-Solution
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Video action detection (spatio-temporal action localization) is usually the starting point for human-centric intelligent analysis of videos nowadays.
Unmasked Teacher: Towards Training-Efficient Video Foundation Models
opengvlab/unmasked_teacher
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ICCV 2023
Previous VFMs rely on Image Foundation Models (IFMs), which face challenges in transferring to the video domain.
VideoMAE V2: Scaling Video Masked Autoencoders with Dual Masking
OpenGVLab/VideoMAEv2
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CVPR 2023
Finally, we successfully train a video ViT model with a billion parameters, which achieves a new state-of-the-art performance on the datasets of Kinetics (90. 0% on K400 and 89. 9% on K600) and Something-Something (68. 7% on V1 and 77. 0% on V2).
