Fine-Grained Action Detection

Benchmarks archive 2025-07-28

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Libraries

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Datasets archive 2025-07-28

2 datasets whose archive record lists this task, ordered by the archive's paper count.

Subtasks archive 2025-07-28

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Parent tasks archive 2025-07-28

Most implemented papers archive 2025-07-28

9 shown of 9 papers with code (14 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.

• Learning Motion in Feature Space: Locally-Consistent Deformable Convolution Networks for Fine-Grained Action Detection
  21 Nov 2018 4 repositories listed
  Fine-grained action detection is an important task with numerous applications in robotics and human-computer interaction.
• Fine-Grained Action Detection with RGB and Pose Information using Two Stream Convolutional Networks
  6 Feb 2023 1 repository listed
  As participants of the MediaEval 2022 Sport Task, we propose a two-stream network approach for the classification and detection of table tennis strokes.
• Sport Task: Fine Grained Action Detection and Classification of Table Tennis Strokes from Videos for MediaEval 2022
  31 Jan 2023 1 repository listed
  Since 2021, the task also provides a stroke detection challenge from unannotated, untrimmed videos.
• Holistic Interaction Transformer Network for Action Detection
  23 Oct 2022 1 repository listed
  Actions are about how we interact with the environment, including other people, objects, and ourselves.
• Weakly-Supervised Temporal Action Detection for Fine-Grained Videos with Hierarchical Atomic Actions
  24 Jul 2022 1 repository listed
  Action understanding has evolved into the era of fine granularity, as most human behaviors in real life have only minor differences.
• E^2TAD: An Energy-Efficient Tracking-based Action Detector
  9 Apr 2022 1 repository listed
  Video action detection (spatio-temporal action localization) is usually the starting point for human-centric intelligent analysis of videos nowadays.
• Sports Video: Fine-Grained Action Detection and Classification of Table Tennis Strokes from Videos for MediaEval 2021
  16 Dec 2021 1 repository listed
  Sports video analysis is a prevalent research topic due to the variety of application areas, ranging from multimedia intelligent devices with user-tailored digests up to analysis of athletes' performance.
• Few-Shot Temporal Action Localization with Query Adaptive Transformer
  20 Oct 2021 1 repository listed
  Further, a novel FS-TAL model is proposed which maximizes the knowledge transfer from training classes whilst enabling the model to be dynamically adapted to both the new class and each video of that class…
• FineAction: A Fine-Grained Video Dataset for Temporal Action Localization
  24 May 2021 1 repository listed
  Temporal action localization (TAL) is an important and challenging problem in video understanding.