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Motion Segmentation datasets

archive 2025-07-28

7 datasets carry the task tag "Motion Segmentation" (the task itself: Motion Segmentation), ordered by the archive's paper count. Page 1 of 1: 7 shown of 7. 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 Segmentation 7

Motion Segmentation datasets 1–7 of 7

Hopkins155
The Hopkins 155 dataset consists of 156 video sequences of two or three motions.
VideosMotion Segmentation
92 papers · 1 benchmark
ApolloScape
ApolloScape is a large dataset consisting of over 140,000 video frames (73 street scene videos) from various locations in China under varying weather conditions.
ImagesVideosObject DetectionSemantic SegmentationTrajectory PredictionImage InpaintingAutonomous DrivingMotion Segmentation
74 papers · 4 benchmarks
HOI4D
A large-scale 4D egocentric dataset with rich annotations, to catalyze the research of category-level human-object interaction.
VideosSemantic SegmentationPanoptic SegmentationPose TrackingAction SegmentationHuman-Object Interaction DetectionMotion Segmentation
23 papers · 0 benchmarks
EV-IMO
Includes accurate pixel-wise motion masks, egomotion and ground truth depth.
Object RecognitionMotion SegmentationMotion Estimation
22 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
KITTI'15 MSplus (KITTI'15 Instance Motion Segmentation - extension)
Extension of the official KITTI'15 dataset.
ImagesMotion SegmentationMotion Detection
1 paper · 0 benchmarks
KT3DMoSeg
Please find more details of this dataset at https://alex-xun-xu.github.io/ProjectPage/CVPR18/index.html 3D motion segmentation has been the key problem in computer vision research due to the application in structure from motion and…
VideosMotion Segmentation
1 paper · 1 benchmark

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.