Datasets › CUHK Avenue

CUHK Avenue

10 Sep 2013 archive 2025-07-28

Avenue Dataset contains 16 training and 21 testing video clips. The videos are captured in CUHK campus avenue with 30652 (15328 training, 15324 testing) frames in total.

Benchmarks archive 2025-07-28

All 2 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.

Papers archive 2025-07-28

30 shown of 35 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 48. 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
VADMamba: Exploring State Space Models for Fast Video Anomaly Detection 1 1 27 Mar 2025 not harvested
AnyAnomaly: Zero-Shot Customizable Video Anomaly Detection with LVLM 1 1 6 Mar 2025 not harvested
VideoPatchCore: An Effective Method to Memorize Normality for Video Anomaly Detection 1 2 24 Sep 2024 not harvested
Follow the Rules: Reasoning for Video Anomaly Detection with Large Language Models 1 2 14 Jul 2024 ran 2 of 2 samples (0 unverified)
Bounding Boxes and Probabilistic Graphical Models: Video Anomaly Detection Simplified 1 2 8 Jul 2024 not harvested
MULDE: Multiscale Log-Density Estimation via Denoising Score Matching for Video Anomaly Detection 1 1 21 Mar 2024 ran 1 of 1 samples (0 unverified; 1 pointer-only for licence)
Making Anomalies More Anomalous: Video Anomaly Detection Using a Novel Generator and Destroyer 1 2 26 Feb 2024 not harvested
VALD-GAN: video anomaly detection using latent discriminator augmented GAN 0 1 18 Oct 2023 not harvested
STemGAN: spatio-temporal generative adversarial network for video anomaly detection 0 1 22 Sep 2023 not harvested
Self-Distilled Masked Auto-Encoders are Efficient Video Anomaly Detectors 1 1 21 Jun 2023 not harvested
Diversity-Measurable Anomaly Detection 1 2 9 Mar 2023 ran 6 of 11 samples (5 unverified; 11 pointer-only for licence)
EVAL: Explainable Video Anomaly Localization 0 1 15 Dec 2022 not harvested
An Attribute-based Method for Video Anomaly Detection 4 1 1 Dec 2022 ran 2 of 3 samples (1 unverified; 3 pointer-only for licence)
Lightning Fast Video Anomaly Detection via Adversarial Knowledge Distillation 1 1 28 Nov 2022 not harvested
Self-Supervised Masked Convolutional Transformer Block for Anomaly Detection 1 1 25 Sep 2022 not harvested
Context Recovery and Knowledge Retrieval: A Novel Two-Stream Framework for Video Anomaly Detection 1 1 7 Sep 2022 not harvested
SSMTL++: Revisiting Self-Supervised Multi-Task Learning for Video Anomaly Detection 0 1 16 Jul 2022 not harvested
Attention-based residual autoencoder for video anomaly detection 1 1 25 May 2022 not harvested
A Video Anomaly Detection Framework based on Appearance-Motion Semantics Representation Consistency 0 1 8 Apr 2022 not harvested
Self-Supervised Predictive Convolutional Attentive Block for Anomaly Detection 4 2 17 Nov 2021 not harvested
UBnormal: New Benchmark for Supervised Open-Set Video Anomaly Detection 1 1 16 Nov 2021 ran 1 of 1 samples (0 unverified; 1 pointer-only for licence)
Learning Not to Reconstruct Anomalies 1 1 19 Oct 2021 not harvested
A Hybrid Video Anomaly Detection Framework via Memory-Augmented Flow Reconstruction and Flow-Guided Frame Prediction 1 1 16 Aug 2021 ran 0 of 11 samples (11 unverified)
FastAno: Fast Anomaly Detection via Spatio-temporal Patch Transformation 1 1 16 Jun 2021 not harvested
Anomaly Detection in Video via Self-Supervised and Multi-Task Learning 1 1 15 Nov 2020 not harvested
Cloze Test Helps: Effective Video Anomaly Detection via Learning to Complete Video Events 1 1 27 Aug 2020 not harvested
A Background-Agnostic Framework with Adversarial Training for Abnormal Event Detection in Video 2 1 27 Aug 2020 ran 3 of 3 samples (0 unverified; 3 pointer-only for licence)
Any-Shot Sequential Anomaly Detection in Surveillance Videos 0 1 5 Apr 2020 not harvested
Learning a distance function with a Siamese network to localize anomalies in videos 0 1 24 Jan 2020 not harvested
Anomaly Detection in Video Sequence with Appearance-Motion Correspondence 1 1 17 Aug 2019 ran 0 of 1 samples (1 unverified)

The full list of 35 is in the JSON twin.

Dataset loaders archive 2025-07-28

No loader listed in the archive.

Tasks archive 2025-07-28

License archive 2025-07-28

Open source

Modalities archive 2025-07-28

Languages archive 2025-07-28

No language tagged.

Variants archive 2025-07-28

  • CUHK Avenue
  • HR-Avenue

2 variant names, as the archive lists them.

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