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HR-Avenue

Introduced by Romero Morais et al. in Learning Regularity in Skeleton Trajectories for Anomaly Detection in Videos8 Mar 2019 archive 2025-07-28

The human-Related version of the CUHK Avenue dataset, first presented by Morais et al. in the paper "Learning Regularity in Skeleton Trajectories for Anomaly Detection in Videos".

BenchmarksPapers JSON

Benchmarks archive 2025-07-28

All 1 leaderboard 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
Video Anomaly Detection HR-Avenue TrajREC AUC 89.4 Holistic Representation Learning for Multitask... alexandrosstergiou/TrajREC 11 Compare

Papers archive 2025-07-28

9 shown of 9 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 11. 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
Holistic Representation Learning for Multitask Trajectory Anomaly Detection 1 1 3 Nov 2023 not harvested
Multimodal Motion Conditioned Diffusion Model for Skeleton-based Video Anomaly Detection 1 1 14 Jul 2023 ran 6 of 8 samples (2 unverified)
Contracting Skeletal Kinematics for Human-Related Video Anomaly Detection 1 3 23 Jan 2023 ran 2 of 4 samples (2 unverified)
BiPOCO: Bi-Directional Trajectory Prediction with Pose Constraints for Pedestrian Anomaly Detection 1 1 5 Jul 2022 ran 2 of 2 samples (0 unverified; 2 pointer-only for licence)
Graph Embedded Pose Clustering for Anomaly Detection 1 1 26 Dec 2019 not harvested
Multi-timescale Trajectory Prediction for Abnormal Human Activity Detection 0 1 12 Aug 2019 not harvested
Learning Regularity in Skeleton Trajectories for Anomaly Detection in Videos 1 1 8 Mar 2019 not harvested
Future Frame Prediction for Anomaly Detection -- A New Baseline 1 1 28 Dec 2017 not harvested
Learning Temporal Regularity in Video Sequences 2 1 15 Apr 2016 not harvested

Dataset loaders archive 2025-07-28

No loader listed in the archive.

Tasks archive 2025-07-28

Video Anomaly Detection

License archive 2025-07-28

No licence recorded in the archive. Absence here is not a statement about the dataset's terms.

Modalities archive 2025-07-28

Videos

Languages archive 2025-07-28

No language tagged.

Variants archive 2025-07-28

  • HR-Avenue

1 variant name, as the archive lists them.

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