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Motion Estimation datasets

archive 2025-07-28

10 datasets carry the task tag "Motion Estimation" (the task itself: Motion Estimation), 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 52Motion Estimation 10

Motion Estimation datasets 1–10 of 10

DDD17 (DAVIS Driving Dataset 2017)
DDD17 has over 12 h of a 346x260 pixel DAVIS sensor recording highway and city driving in daytime, evening, night, dry and wet weather conditions, along with vehicle speed, GPS position, driver steering, throttle, and brake captured from…
Semantic SegmentationVisual Place RecognitionAutonomous DrivingMotion Estimation
41 papers · 1 benchmark
PST900
PST900 is a dataset of 894 synchronized and calibrated RGB and Thermal image pairs with per pixel human annotations across four distinct classes from the DARPA Subterranean Challenge.
ImagesSemantic SegmentationThermal Image SegmentationMotion EstimationStereo Matching
35 papers · 1 benchmark
SegTHOR (Segmentation of THoracic Organs at Risk)
SegTHOR (Segmentation of THoracic Organs at Risk) is a dataset dedicated to the segmentation of organs at risk (OARs) in the thorax, i.e.
ImagesMedicalSemantic SegmentationImage RegistrationMotion Estimation
28 papers · 0 benchmarks
EV-IMO
Includes accurate pixel-wise motion masks, egomotion and ground truth depth.
Object RecognitionMotion SegmentationMotion Estimation
22 papers · 0 benchmarks
Fisheye
Fisheye dataset comprises of synthetically generated fisheye sequences and fisheye video sequences captured with an actual fisheye camera designed for fisheye motion estimation.
VideosMotion Estimation
14 papers · 0 benchmarks
ADVIO
Provides a wide range of raw sensor data that is accessible on almost any modern-day smartphone together with a high-quality ground-truth track.
Optical Flow EstimationMotion EstimationProbabilistic Deep Learning
13 papers · 0 benchmarks
VBR (VBR: A Vision Benchmark in Rome)
This dataset presents a vision and perception research dataset collected in Rome, featuring RGB data, 3D point clouds, IMU, and GPS data.
3DPoint cloudTrackingStereoRGB VideoLiDARPose EstimationVisual Place Recognition3D ReconstructionPoint Cloud RegistrationMonocular Depth EstimationNovel View Synthesis+23 tasks
3 papers · 0 benchmarks
Headcam
This dataset contains panoramic video captured from a helmet-mounted camera while riding a bike through suburban Northern Virginia.
VideosDepth EstimationMotion Estimation
2 papers · 0 benchmarks
Retinal Microsurgery
The Retinal Microsurgery dataset is a dataset for surgical instrument tracking.
ImagesSemantic SegmentationPose EstimationMotion Estimation
2 papers · 0 benchmarks
X-ray and Visible Spectra Circular Motion Images Dataset
Collections of images of the same rotating plastic object made in X-ray and visible spectra.
Computed Tomography (CT)Motion Estimation
1 paper · 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.