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Scene Flow Estimation datasets

archive 2025-07-28

8 datasets carry the task tag "Scene Flow Estimation" (the task itself: Scene Flow Estimation), ordered by the archive's paper count. Page 1 of 1: 8 shown of 8. 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 52Scene Flow Estimation 8

Scene Flow Estimation datasets 1–8 of 8

KITTI
KITTI (Karlsruhe Institute of Technology and Toyota Technological Institute) is one of the most popular datasets for use in mobile robotics and autonomous driving.
ImagesLiDARObject DetectionSemantic SegmentationPose EstimationObject Tracking3D Object DetectionImage Super-Resolution+41 tasks
3,661 papers · 137 benchmarks
FlyingThings3D
FlyingThings3D is a synthetic dataset for optical flow, disparity and scene flow estimation.
Images10-shot image generationOptical Flow EstimationScene Flow EstimationDisparity Estimation
226 papers · 0 benchmarks
Argoverse 2
Argoverse 2 (AV2) is a collection of three datasets for perception and forecasting research in the self-driving domain.
LiDAR3D Object DetectionScene Flow EstimationDynamic Point RemovalSelf-supervised Scene Flow Estimation
185 papers · 3 benchmarks
DeformingThings4D
DeformingThings4D is a synthetic dataset containing 1,972 animation sequences spanning 31 categories of humanoids and animals.
VideosPoint Cloud RegistrationScene Flow Estimation3D Feature MatchingPartial Point Cloud Matching3D Point Cloud Matching
42 papers · 0 benchmarks
Spring (Spring: A High-Resolution High-Detail Dataset and Benchmark for Scene Flow, Optical Flow and Stereo)
Spring is a large, high-resolution and high-detail, computer-generated benchmark for scene flow, optical flow, and stereo.
ImagesVideosOptical Flow EstimationStereo Depth EstimationScene Flow EstimationStereo Disparity Estimation
29 papers · 3 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
Middlebury 2003
Middlebury 2003 is a stereo dataset for indoor scenes.
ImagesStereoScene Flow Estimation
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

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.