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Event-based vision datasets

archive 2025-07-28

11 datasets carry the task tag "Event-based vision" (the task itself: Event-based vision), ordered by the archive's paper count. Page 1 of 1: 11 shown of 11. 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 52Event-based vision 11

Event-based vision datasets 1–11 of 11

TUM-VIE (TUM Stereo Visual-Inertial Event Dataset)
TUM-VIE is an event camera dataset for developing 3D perception and navigation algorithms.
Images3DEvent-based vision
18 papers · 0 benchmarks
CED (Color Event Camera Dataset)
Contains 50 minutes of footage with both color frames and events.
Image ReconstructionEvent-based vision
15 papers · 0 benchmarks
N-ImageNet (Large-Scale Dataset for Event-Based Object Recognition)
The N-ImageNet dataset is an event-camera counterpart for the ImageNet dataset.
ClassificationObject RecognitionEvent-based visionRobust classification
15 papers · 2 benchmarks
FE108
Large-scale single-object tracking dataset, containing 108 sequences with a total length of 1.5 hours.
Object TrackingEvent-based visionEvent-based Motion Estimation
13 papers · 1 benchmark
COESOT
In this work, we propose a general dataset for Color-Event camera based Single Object Tracking, termed COESOT.
Object TrackingEvent-based visionEvent-based Motion Estimation
9 papers · 1 benchmark
Event-Human3.6m
Event-Human3.6m is a challenging dataset for event-based human pose estimation by simulating events from the RGB Human3.6m dataset.
3D Pose EstimationEvent-based vision
2 papers · 0 benchmarks
RGB-DAVIS Dataset
Used to show systematic performance improvement in applications such as high frame-rate video synthesis, feature/corner detection and tracking, as well as high dynamic range image reconstruction.
Image ReconstructionEvent-based visionMotion Compensation
2 papers · 0 benchmarks
EKubric
We use Kubric and ESIM simulator to make our EKubric dataset, which has 15,367 RGB-PointCloud-Event pairs with annotations (including optical flow, scene flow, surface normal, semantic segmentation and object coordinates ground truths).
Optical Flow EstimationScene Flow EstimationEvent-based visionEvent-based Optical Flow
1 paper · 0 benchmarks
Robust e-NeRF Synthetic Event Dataset
This synthetic event dataset is used in Robust e-NeRF to study the collective effect of camera speed profile, contrast threshold variation and refractory period on the quality of NeRF reconstruction from a moving event camera.
3D ReconstructionNovel View SynthesisVisual LocalizationEvent-based visionSimultaneous Localization and Mapping
1 paper · 0 benchmarks
Spike-X4K (Spike-X4K Dataset)
Overview The Spike-X4K Dataset is a high-resolution image reconstruction resource tailored for the latest advancements in spike camera technology.
Image ReconstructionEvent-based vision
1 paper · 1 benchmark
MS-EVS Dataset (Multispectral Event-based Face detection dataset)
The MS-EVS Dataset is the first large-scale event-based dataset for face detection.
ImagesVideosHyperspectral imagesObject DetectionFace DetectionMultispectral Object DetectionEvent-based vision
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.