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Intrinsic Image Decomposition datasets

archive 2025-07-28

8 datasets carry the task tag "Intrinsic Image Decomposition" (the task itself: Intrinsic Image Decomposition), 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 52Intrinsic Image Decomposition 8

Intrinsic Image Decomposition datasets 1–8 of 8

MPI Sintel
MPI (Max Planck Institute) Sintel is a dataset for optical flow evaluation that has 1064 synthesized stereo images and ground truth data for disparity.
ImagesStereoVideo PredictionOptical Flow EstimationStyle TransferTemporal View SynthesisIntrinsic Image Decomposition
198 papers · 5 benchmarks
Hypersim
For many fundamental scene understanding tasks, it is difficult or impossible to obtain per-pixel ground truth labels from real images.
ImagesPoint cloud3d meshesRGB-D2D Object DetectionSemantic SegmentationInstance Segmentation3D Object DetectionDepth Estimation3D Reconstruction+11 tasks
108 papers · 4 benchmarks
FutureHouse
We present a new large-scale photorealistic panoramic dataset named FutureHouse, which has the following characteristics.
ImagesDepth EstimationSurface Normal EstimationIntrinsic Image DecompositionNeural Rendering
3 papers · 0 benchmarks
IBL-NeRF
IBL-NeRF Dataset.
ImagesNovel View SynthesisIntrinsic Image Decomposition
2 papers · 0 benchmarks
ShapeNet Intrinsic Images v1.0
The synthetic ShapeNet intrinsic image decomposition dataset used for training the deep CNN models IntrinsicNet and RetiNet of CVPR2018.
ImagesIntrinsic Image Decomposition
2 papers · 0 benchmarks
Doc3DShade
Doc3DShade extends Doc3D with realistic lighting and shading.
ImagesOptical Character Recognition (OCR)Shadow RemovalIntrinsic Image Decomposition
1 paper · 0 benchmarks
MID Intrinsics
Intrinsic component extension of MIT Multi-Illumination Dataset proposed in the paper "Intrinsic Image Decomposition via Ordinal Shading", Chris Careaga and Yağız Aksoy, ACM Transactions on Graphics, 2023 Project Page | Paper | Video |…
ImagesInverse RenderingIntrinsic Image Decomposition
1 paper · 0 benchmarks
ShapeNet Intrinsic Images v2.0 Extended
The synthetic ShapeNet intrinsic image decomposition dataset of 90,000 images.
ImagesIntrinsic Image Decomposition
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.