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Anomaly Detection In Surveillance Videos datasets

archive 2025-07-28

8 datasets carry the task tag "Anomaly Detection In Surveillance Videos" (the task itself: Anomaly Detection In Surveillance Videos), ordered by the archive's paper count. Page 1 of 1: 8 shown of 8. Facet routes are this site's own (the archive records the tag string, not a page).

The archive holds 12,214 dataset rows; 12,172 are listed. 6 are withheld from every listing and count here as vandalised before snapshot (6 with contact-centre spam in the title, 0 with a spam description on a row that has no homepage, no paper and no papers counted; none with more than 1 paper, 0 with a benchmark), listed in withheld.json; 1 listed row carries a vandalised description, withheld on its page. This gate never withholds a row with a homepage or a paper that resolves, and a clean description; the content rules below withhold a row whose name is spam whatever else it carries. The gate is a phrase list: these are the rows it caught, not a claim that the rest is clean. Before that gate, the site's content rules withhold 36 more rows (invite-code, gambling, travel-booking, contact-centre and similar spam in the name or on a row with nothing real behind it); they have no page and are listed in withheld.json.

Filter 51 task tags shown of 3,717, by dataset count; the full filter by modality, task and language is on /datasets

All 12,172 Question Answering 413Semantic Segmentation 347Object Detection 332Image Classification 283Classification 222Text Classification 167Language Modelling 166Text Generation 162Visual Question Answering (VQA) 144Named Entity Recognition (NER) 130Pose Estimation 124Anomaly Detection 119Action Recognition 115Instance Segmentation 111Sentiment Analysis 104Text Summarization 98Domain Adaptation 96Speech Recognition 96Reading Comprehension 95Information Retrieval 932D Object Detection 92Image Retrieval 87Machine Translation 82Relation Extraction 822D Semantic Segmentation 81Natural Language Inference 81Image Captioning 79Image Generation 79Depth Estimation 77Node Classification 75Natural Language Understanding 72Autonomous Driving 70Code Generation 70Object Tracking 693D Object Detection 67Face Recognition 67Link Prediction 67Person Re-Identification 65Data Augmentation 63Multi-Task Learning 593D Reconstruction 58Common Sense Reasoning 56Recommendation Systems 56Video Understanding 56Optical Character Recognition (OCR) 55Graph Classification 54Abstractive Text Summarization 52Emotion Recognition 52Medical Image Segmentation 52Word Embeddings 52Anomaly Detection In Surveillance Videos 8

Anomaly Detection In Surveillance Videos datasets 1–8 of 8

ShanghaiTech
The Shanghaitech dataset is a large-scale crowd counting dataset.
ImagesAnomaly DetectionVideo Anomaly DetectionCrowd CountingAnomaly Detection In Surveillance VideosAbnormal Event Detection In VideoCross-Part Crowd Counting
277 papers · 5 benchmarks
ShanghaiTech Campus
The ShanghaiTech Campus dataset has 13 scenes with complex light conditions and camera angles.
VideosAnomaly DetectionVideo UnderstandingVideo Anomaly DetectionAnomaly Detection In Surveillance VideosAbnormal Event Detection In VideoWeakly-supervised Video Anomaly Detection+1 tasks
207 papers · 4 benchmarks
UCF-Crime
The UCF-Crime dataset is a large-scale dataset of 128 hours of videos.
VideosAnomaly DetectionVideo Anomaly DetectionSmall Data Image ClassificationAnomaly Detection In Surveillance VideosMultiple Instance Learning
142 papers · 3 benchmarks
XD-Violence
XD-Violence is a large-scale audio-visual dataset for violence detection in videos.
VideosAudioVideo Anomaly DetectionAnomaly Detection In Surveillance Videos
58 papers · 2 benchmarks
UBI-Fights (Abnormal Event Detection Dataset)
UBI-Fights - Concerning a specific anomaly detection and still providing a wide diversity in fighting scenarios, the UBI-Fights dataset is a unique new large-scale dataset of 80 hours of video fully annotated at the frame level.
ImagesVideosRGB VideoAnomaly DetectionUnsupervised Anomaly DetectionAnomaly Detection In Surveillance VideosAbnormal Event Detection In VideoSemi-supervised Anomaly DetectionWeakly Supervised Classification+1 tasks
7 papers · 2 benchmarks
VFP290K
Vision-based Fallen Person (VFP290K) is a novel, large-scale dataset for the detection of fallen persons composed of fallen person images collected in various real-world scenarios.
Anomaly Detection In Surveillance Videos
2 papers · 1 benchmark
VADD (Video Anomaly Detection Dataset (VADD))
Click to add a brief description of the dataset (Markdown and LaTeX enabled).
Anomaly Detection In Surveillance Videos
1 paper · 1 benchmark
CamNuvem Dataset (CamNuvem: A Robbery Dataset for Video Anomaly Detection)
This dataset focuses only on the robbery category, presenting a new weakly labelled dataset that contains 486 new real–world robbery surveillance videos acquired from public sources.
VideosAnomaly DetectionVideo Anomaly DetectionAnomaly Detection In Surveillance VideosMultiple Instance Learning
0 papers · 0 benchmarks

Paper counts and descriptions are the archive's, frozen 2025-07-28; no citation counts, no stars, no trending. Sorting by "most cited" or "newest" was a live-site feature the archive does not carry.