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Stereo Disparity Estimation datasets

archive 2025-07-28

7 datasets carry the task tag "Stereo Disparity Estimation" (the task itself: Stereo Disparity Estimation), 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 52Stereo Disparity Estimation 7

Stereo Disparity Estimation datasets 1–7 of 7

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
Middlebury 2014
The Middlebury 2014 dataset contains a set of 23 high resolution stereo pairs for which known camera calibration parameters and ground truth disparity maps obtained with a structured light scanner are available.
ImagesStereoDepth EstimationMonocular Depth EstimationDisparity EstimationStereo Disparity EstimationStereo Matching
59 papers · 2 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
SERV-CT (SERV-CT: A disparity dataset from CT for validation of endoscopic 3D reconstruction)
Endoscopic stereo reconstruction for surgical scenes gives rise to specific problems, including the lack of clear corner features, highly specular surface properties, and the presence of blood and smoke.
3DMedicalRGB-DStereoDepth EstimationStereo Disparity Estimation
5 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
GUISS dataset (Meshes, textures, Blend files, stereo datasets, depth maps, depth estimations))
We provide all the expected data inputs to GUISS such as meshes, texture images, and blend files.
ImagesSemantic SegmentationInstance SegmentationStereo Depth EstimationStereo Disparity EstimationStereo Matching
1 paper · 0 benchmarks
L1BSR (L1BSR dataset)
The Sentinel-2 satellite carries 12 CMOS detectors for the VNIR bands, with adjacent detectors having overlapping fields of view that result in overlapping regions in level-1 B (L1B) images.
ImagesStereoImage Super-ResolutionImage RestorationStereo Image Super-ResolutionSelf-Supervised LearningImage RegistrationStereo Disparity 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.