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Monocular Visual Odometry datasets

archive 2025-07-28

8 datasets carry the task tag "Monocular Visual Odometry" (the task itself: Monocular Visual Odometry), 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 52Monocular Visual Odometry 8

Monocular Visual Odometry datasets 1–8 of 8

TUM monoVO
TUM monoVO is a dataset for evaluating the tracking accuracy of monocular Visual Odometry (VO) and SLAM methods.
ImagesVisual OdometrySimultaneous Localization and MappingMonocular Visual Odometry
11 papers · 0 benchmarks
EndoSLAM (Endoscopic SLAM dataset)
The endoscopic SLAM dataset (EndoSLAM) is a dataset for depth estimation approach for endoscopic videos.
ImagesDepth EstimationVisual OdometryMonocular Visual Odometry
4 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
Drunkard's Dataset
Estimating camera motion in deformable scenes poses a complex and open research challenge.
Videos3DMedicalRGB-DPose Estimation3D ReconstructionVisual TrackingPose TrackingSingle-View 3D ReconstructionVisual Odometry+9 tasks
2 papers · 1 benchmark
SLAM2REF (ConSLAM BIM and GT Poses)
This dataset comprehends the 3D building information model (in IFC and Revit formats), manually elaborated based on the terrestrial laser scanner of the sequence 2 of ConSLAM, and the refined ground truth (GT) poses (in TUM format) of…
3DCad6DTrackingPose EstimationPose TrackingCamera Localization2D Pose EstimationVisual Odometry6D Pose Estimation+12 tasks
2 papers · 0 benchmarks
ConSLAM (Construction Dataset for SLAM)
ConSLAM is a real-world dataset collected periodically on a construction site to measure the accuracy of mobile scanners' SLAM algorithms.
Videos3DPoint cloudTrackingRGB VideoLiDARPose EstimationDepth EstimationPose TrackingCamera Localization2D Pose EstimationVisual Odometry+12 tasks
1 paper · 0 benchmarks
ConsInv Dataset
ConsInv is a stereo RGB + IMU dataset designed for Dynamic SLAM testing and contains two subsets: - ConsInv-Indoors contains sequences in an office setting where small objects are moved.
ImagesStereoRGB VideoVisual OdometrySemantic SLAMMonocular Visual OdometryObject SLAM
1 paper · 0 benchmarks
Bike and Car Odometer Dataset ! Speedometer OCR (datacluster.ai)
This dataset consists of odometer or speedometer images of bike and car vehicles.
ImagesOptical Charater RecogntionMonocular Visual Odometry
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.