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Volleyball

Introduced by Moustafa Ibrahim et al. in A Hierarchical Deep Temporal Model for Group Activity Recognition1 Jan 2016 archive 2025-07-28

Volleyball is a video action recognition dataset. It has 4830 annotated frames that were handpicked from 55 videos with 9 player action labels and 8 team activity labels. It contains group activity annotations as well as individual activity annotations.

Source: https://github.com/mostafa-saad/deep-activity-rec#dataset Image Source: https://github.com/mostafa-saad/deep-activity-rec#dataset

HomepageBenchmarksPapers JSON

Benchmarks archive 2025-07-28

All 3 leaderboards whose dataset resolves to this page shown (sort by any header). "First row" is the archive's own first row at snapshot, in the archive's row order; nothing here re-ranks and metric direction is not asserted.

First row (archive order)PaperCode
Group Activity Recognition Volleyball Tamura et al. Accuracy 96.0 Hunting Group Clues with Transformers for Social Group... — 12 Compare
Sports Ball Detection and Tracking Volleyball WASB (Step=1) F1 (%) 88.0 Widely Applicable Strong Baseline for Sports Ball... nttcom/wasb-sbdt 8 Compare
Action Recognition Volleyball PoseC3D (Pose Only) Accuracy 91.3 Revisiting Skeleton-based Action Recognition open-mmlab/mmaction2 +3 4 Compare

Papers archive 2025-07-28

17 shown of 17 papers with a leaderboard row on this dataset's benchmarks, newest first. The archive's own "papers using this dataset" list was never published, so this is the benchmark-backed subset; the archive's count for this dataset is 80. The Syntology column is from Syntology's graph (read 2026-09-24), stated per sample; it is not part of any archive number.

DateSamples run Syntology
CHASE: Learning Convex Hull Adaptive Shift for Skeleton-based Multi-Entity Action Recognition 1 1 9 Oct 2024 ran 2 of 2 samples (0 unverified)
Widely Applicable Strong Baseline for Sports Ball Detection and Tracking 1 4 9 Nov 2023 not harvested
Hunting Group Clues with Transformers for Social Group Activity Recognition 0 1 12 Jul 2022 not harvested
MonoTrack: Shuttle trajectory reconstruction from monocular badminton video 1 1 4 Apr 2022 not harvested
COMPOSER: Compositional Reasoning of Group Activity in Videos with Keypoint-Only Modality 1 1 11 Dec 2021 not harvested
Spatio-Temporal Dynamic Inference Network for Group Activity Recognition 2 1 26 Aug 2021 ran 1 of 12 samples (11 unverified)
Pose is all you need: The pose only group activity recognition system (POGARS) 0 1 9 Aug 2021 not harvested
Group Activity Recognition Using Joint Learning of Individual Action Recognition and People Grouping 1 1 17 Jul 2021 not harvested
Learning Group Activities from Skeletons without Individual Action Labels 1 2 14 May 2021 not harvested
Revisiting Skeleton-based Action Recognition 4 2 28 Apr 2021 not harvested
TrackNetV2: Efficient Shuttlecock Tracking Network 1 1 3 Dec 2020 not harvested
Real-time CNN-based Segmentation Architecture for Ball Detection in a Single View Setup 2 1 23 Jul 2020 not harvested
Group Activity Recognition by Using Effective Multiple Modality Relation Representation With Temporal-Spatial Attention 0 1 10 Mar 2020 not harvested
DeepBall: Deep Neural-Network Ball Detector 3 1 19 Feb 2019 not harvested
Hierarchical Long Short-Term Concurrent Memory for Human Interaction Recognition 0 1 1 Nov 2018 not harvested
CERN: Confidence-Energy Recurrent Network for Group Activity Recognition 0 1 10 Apr 2017 not harvested
Social Scene Understanding: End-to-End Multi-Person Action Localization and Collective Activity Recognition 0 2 28 Nov 2016 not harvested

Dataset loaders archive 2025-07-28

mostafa-saad/deep-activity-rec

1 loader as listed in the archive; links are outbound and not re-checked here.

Tasks archive 2025-07-28

Action RecognitionSports Ball Detection and TrackingGroup Activity Recognition

License archive 2025-07-28

Unknown

Modalities archive 2025-07-28

ImagesVideos

Languages archive 2025-07-28

No language tagged.

Variants archive 2025-07-28

  • Volleyball

1 variant name, as the archive lists them.

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