Spatio-temporal Action Recognition

Benchmarks archive 2025-07-28

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Datasets archive 2025-07-28

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Most implemented papers archive 2025-07-28

3 shown of 3 papers with code (9 tagged with this task in all), ordered by repositories listed in the archive, not by stars (the archive holds no stars, so PwC's “Social” and “Latest” sorts cannot be reproduced). Papers without a page here are shown as plain text.

• AVA: A Video Dataset of Spatio-temporally Localized Atomic Visual Actions
  23 May 2017 9 repositories listed
  The AVA dataset densely annotates 80 atomic visual actions in 430 15-minute video clips, where actions are localized in space and time, resulting in 1.
• DVFL-Net: A Lightweight Distilled Video Focal Modulation Network for Spatio-Temporal Action Recognition
  16 Jul 2025 1 repository listed
  We employ forward Kullback-Leibler (KL) divergence alongside spatio-temporal focal modulation to effectively transfer both local and global context from the Video-FocalNet Base (teacher) to the proposed VFL-Net…
• Recognizing Manipulation Actions from State-Transformations
  12 Jun 2019 1 repository listed
  We start by defining a state transition matrix that maps action labels into a pre-state and a post-state.