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Video Recognition datasets

archive 2025-07-28

10 datasets carry the task tag "Video Recognition" (the task itself: Video Recognition), ordered by the archive's paper count. Page 1 of 1: 10 shown of 10. 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 52Video Recognition 10

Video Recognition datasets 1–10 of 10

Kinetics (Kinetics Human Action Video Dataset)
The Kinetics dataset is a large-scale, high-quality dataset for human action recognition in videos.
VideosAction RecognitionTemporal Action LocalizationImage ClusteringSkeleton Based Action RecognitionVideo RetrievalAction Classification+24 tasks
1,341 papers · 18 benchmarks
BosphorusSign22k
BosphorusSign22k is a benchmark dataset for vision-based user-independent isolated Sign Language Recognition (SLR).
VideosSign Language RecognitionSign Language TranslationVideo Recognition
8 papers · 0 benchmarks
MIDV-2019
Contains video clips shot with modern high-resolution mobile cameras, with strong projective distortions and with low lighting conditions.
ImagesOptical Character Recognition (OCR)Face DetectionVideo Recognition
6 papers · 0 benchmarks
MOD++
Includes challenging sequences and extensive data stratification in-terms of camera and object motion, velocity magnitudes, direction, and rotational speeds.
Scene UnderstandingMotion SegmentationVideo Recognition
3 papers · 0 benchmarks
3DYoga90 (3DYoga90: A Hierarchical Video Dataset for Yoga Pose Understanding)
3DYoga90 is organized within a three-level label hierarchy.
Videos3DActionsRGB Video3D Action RecognitionVideo Recognition
2 papers · 0 benchmarks
Imbalanced-MiniKinetics200
Imbalanced-MiniKinetics200 was proposed by "Minority-Oriented Vicinity Expansion with Attentive Aggregation for Video Long-Tailed Recognition" to evaluate varying scenarios of video long-tailed recognition.
Long-tail LearningVideo Recognitionimbalanced classification
1 paper · 0 benchmarks
Win-Fail Action Understanding
First of its kind paired win-fail action understanding dataset with samples from the following domains: “General Stunts,” “Internet Wins-Fails,” “Trick Shots,” & “Party Games.” The task is to identify successful and failed attempts at…
VideosAction RecognitionVideo RetrievalAction ClassificationAction Recognition In VideosVideo UnderstandingVideo Classification+5 tasks
1 paper · 2 benchmarks
Crowd 11 (A Dataset for Fine Grained Crowd Behaviour Analysis)
This dataset defines a total of 11 crowd motion patterns and it is composed of over 6000 video sequences with an average length of 100 frames per sequence.
ImagesVideosVideo ClassificationVideo Recognition
0 papers · 0 benchmarks
L-SVD (Large-Scale Selfie Video Dataset (L-SVD): A Benchmark for Emotion Recognition)
Welcome to L-SVD L-SVD is an extensive and rigorously curated video dataset aimed at transforming the field of emotion recognition.
VideosRGB VideoEmotion RecognitionEmotion ClassificationVideo Emotion RecognitionVideo RecognitionVideo Emotion Detection
0 papers · 0 benchmarks
RAISE-LPBF
Laser powder bed fusion (LBPF) is the additive manufacturing (3D printing) process for metals.
ImagesVideosPhysicsVideo ClassificationVideo Recognition
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.