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Videos datasets
archive 2025-07-281,014 datasets carry the modality tag "Videos", ordered by the archive's paper count. Page 6 of 22: 48 shown of 1,014. 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 39 modality tags shown of 39, by dataset count; the full filter by modality, task and language is on /datasets
All 12,172
Images 3,239Texts 3,130Videos 1,014Audio 480Medical 3943D 380Time series 294Graphs 282Tabular 267Speech 197RGB-D 190Environment 147Point cloud 134Biomedical 122LiDAR 94RGB Video 87Tracking 77Biology 70Actions 673d meshes 64Tables 50Music 47EEG 44Hyperspectral images 44Stereo 44MRI 39Physics 32Interactive 29Dialog 25Midi 226D 17Replay data 11Financial 10Ranking 10Cad 9fMRI 7Parallel 6Lyrics 2PSG 2
Videos datasets 241–288 of 1,014
Toyota Smarthome dataset (Toyota Smarthome Trimmed)
Toyota Smarthome Trimmed has been designed for the activity classification task of 31 activities.
23 papers · 0 benchmarks
A3D (AnAn Accident Detection)
A new dataset of diverse traffic accidents.
22 papers · 1 benchmark
The Easy Communications (EasyCom) dataset is a world-first dataset designed to help mitigate the cocktail party effect from an augmented-reality (AR) -motivated multi-sensor egocentric world view.
22 papers · 4 benchmarks
TVBench is a new benchmark specifically created to evaluate temporal understanding in video QA.
22 papers · 1 benchmark
iVQA (Instructional Video Question Answering)
An open-ended VideoQA benchmark that aims to: i) provide a well-defined evaluation by including five correct answer annotations per question and ii) avoid questions which can be answered without the video.
22 papers · 2 benchmarks
AIST++ is a 3D dance dataset which contains 3D motion reconstructed from real dancers paired with music.
21 papers · 2 benchmarks
JAAD (Joint Attention in Autonomous Driving)
JAAD is a dataset for studying joint attention in the context of autonomous driving.
21 papers · 1 benchmark
The UT-Interaction dataset contains videos of continuous executions of 6 classes of human-human interactions: shake-hands, point, hug, push, kick and punch.
21 papers · 1 benchmark
Consists of 1106 action samples from seven actions with quality scores as measured by expert human judges.
20 papers · 1 benchmark
AVSBench (Audio −Visual Segmentation)
AVSBench is a pixel-level audio-visual segmentation benchmark that provides ground truth labels for sounding objects.
20 papers · 0 benchmarks
MSU NR VQA Database (MSU No-Reference Video Quality Assessment Database)
The dataset was created for video quality assessment problem.
20 papers · 2 benchmarks
Spatio-temporal action detection is an important and challenging problem in video understanding.
20 papers · 2 benchmarks
The iLIDS-VID dataset is a person re-identification dataset which involves 300 different pedestrians observed across two disjoint camera views in public open space.
20 papers · 2 benchmarks
Argoverse-HD is a dataset built for streaming object detection, which encompasses real-time object detection, video object detection, tracking, and short-term forecasting.
19 papers · 4 benchmarks
CMD (Condensed Movies Dataset)
Consists of the key scenes from over 3K movies: each key scene is accompanied by a high level semantic description of the scene, character face-tracks, and metadata about the movie.
19 papers · 0 benchmarks
FBMS-59 (Freiburg-Berkeley Motion Segmentation)
The Freiburg-Berkeley Motion Segmentation Dataset (FBMS-59) is a dataset for motion segmentation, which extends the BMS-26 dataset with 33 additional video sequences.
19 papers · 3 benchmarks
HiEve (Human-in-Events)
A new large-scale dataset for understanding human motions, poses, and actions in a variety of realistic events, especially crowd & complex events.
19 papers · 1 benchmark
LVOS is a dataset for long-term video object segmentation (VOS).
19 papers · 0 benchmarks
The MECCANO dataset is the first dataset of egocentric videos to study human-object interactions in industrial-like settings.
19 papers · 3 benchmarks
SUTD-TrafficQA (Singapore University of Technology and Design - Traffic Question Answering) is a dataset which takes the form of video QA based on 10,080 in-the-wild videos and annotated 62,535 QA pairs, for benchmarking the cognitive…
19 papers · 1 benchmark
A dataset with fully annotated attention targets in video for attention target estimation.
19 papers · 1 benchmark
WanJuan is a large-scale training corpus that includes multiple modalities.
19 papers · 0 benchmarks
ActivityNet-Entities, augments the challenging ActivityNet Captions dataset with 158k bounding box annotations, each grounding a noun phrase.
18 papers · 0 benchmarks
BOBSL (BBC-Oxford British Sign Language)
BOBSL is a large-scale dataset of British Sign Language (BSL).
18 papers · 1 benchmark
CASIA-B is a large multiview gait database, which is created in January 2005.
18 papers · 1 benchmark
CCD (Car Crash Dataset)
Car Crash Dataset (CCD) is collected for traffic accident analysis.
18 papers · 1 benchmark
FDST (Fudan-ShanghaiTech)
The Fudan-ShanghaiTech dataset (FDST) is a dataset for video crowd counting.
18 papers · 0 benchmarks
KoNViD-1k (KoNViD-1k VQA Database)
Subjective video quality assessment (VQA) strongly depends on semantics, context, and the types of visual distortions.
18 papers · 1 benchmark
MSU FR VQA Database (MSU Full-Reference Video Quality Assessment Database)
The dataset was created for video quality assessment problem.
18 papers · 2 benchmarks
18 papers · 1 benchmark
The Replay-Mobile Database for face spoofing consists of 1190 video clips of photo and video attack attempts to 40 clients, under different lighting conditions.
18 papers · 0 benchmarks
SCAND (Socially CompliAnt Navigation Dataset)
Have you wondered how autonomous mobile robots should share space with humans in public spaces?
18 papers · 0 benchmarks
SeaDronesSee (SeaDronesSee: A Maritime Benchmark for Detecting Humans in Open Water)
SeaDronesSee is a large-scale data set aimed at helping develop systems for Search and Rescue (SAR) using Unmanned Aerial Vehicles (UAVs) in maritime scenarios.
18 papers · 3 benchmarks
VidSitu is a dataset for the task of semantic role labeling in videos (VidSRL).
18 papers · 0 benchmarks
DAiSEE is a multi-label video classification dataset comprising of 9,068 video snippets captured from 112 users for recognizing the user affective states of boredom, confusion, engagement, and frustration "in the wild".
17 papers · 1 benchmark
EgoTask QA benchmark contains 40K balanced question-answer pairs selected from 368K programmatically generated questions generated over 2K egocentric videos.
17 papers · 1 benchmark
17 papers · 0 benchmarks
MoCA-Mask (Moving Camouflaged Animals (MoCA)-Mask)
The original Moving Camouflaged Animals (MoCA) Dataset includes 37K frames from 141 YouTube Video sequences with resolution and sampling rate of 720 × 1280 and 24fps in the majority of cases.
17 papers · 1 benchmark
OMG-Emotion (One-Minute Gradual-Emotional Behavior)
The One-Minute Gradual-Emotional Behavior dataset (OMG-Emotion) dataset is composed of Youtube videos which are around a minute in length and are annotated taking into consideration a continuous emotional behavior.
17 papers · 0 benchmarks
STAR Benchmark (Situated Reasoning)
How to capture the present knowledge from surrounding situations and perform reasoning accordingly is crucial and challenging for machine intelligence.
17 papers · 2 benchmarks
The SUN-SEG dataset is a high-quality per-frame annotated VPS dataset, which includes 158,690 frames from the famous SUN dataset.
17 papers · 1 benchmark
The SUN-SEG dataset is a high-quality per-frame annotated VPS dataset, which includes 158,690 frames from the famous SUN dataset.
17 papers · 1 benchmark
VIPL-HR database is a database for remote heart rate (HR) estimation from face videos under less-constrained situations.
17 papers · 1 benchmark
A temporal counterfactual dataset composing of 1000 short and natural video-caption pairs.
17 papers · 1 benchmark
CMU-MOSI (Multimodal Corpus of Sentiment Intensity)
The Multimodal Corpus of Sentiment Intensity (CMU-MOSI) dataset is a collection of 2199 opinion video clips.
16 papers · 2 benchmarks
Casual Conversations dataset is designed to help researchers evaluate their computer vision and audio models for accuracy across a diverse set of age, genders, apparent skin tones and ambient lighting conditions.
16 papers · 0 benchmarks
CholecT45 is a subset of CholecT50 consisting of 45 videos from the Cholec80 dataset.
16 papers · 1 benchmark
Expi (Extreme Pose Interaction)
Extreme Pose Interaction (ExPI) Dataset is a new person interaction dataset of Lindy Hop dancing actions.
16 papers · 3 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.