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Weakly-Supervised Semantic Segmentation datasets

archive 2025-07-28

8 datasets carry the task tag "Weakly-Supervised Semantic Segmentation" (the task itself: Weakly-Supervised Semantic Segmentation), 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 52Weakly-Supervised Semantic Segmentation 8

Weakly-Supervised Semantic Segmentation datasets 1–8 of 8

Cityscapes
Cityscapes is a large-scale database which focuses on semantic understanding of urban street scenes.
ImagesSemantic SegmentationImage Generation2D Semantic SegmentationInstance SegmentationScene ParsingImage-to-Image Translation+27 tasks
3,702 papers · 51 benchmarks
ADE20K
The ADE20K semantic segmentation dataset contains more than 20K scene-centric images exhaustively annotated with pixel-level objects and object parts labels.
Semantic SegmentationInstance SegmentationImage-to-Image TranslationSemi-Supervised Semantic SegmentationPanoptic SegmentationScene Understanding+19 tasks
1,213 papers · 32 benchmarks
PASCAL VOC 2012 test
SCC Data Set
ImagesObject DetectionSemantic SegmentationWeakly Supervised Object DetectionWeakly-Supervised Semantic Segmentation
116 papers · 4 benchmarks
SEN12MS
A dataset consisting of 180,662 triplets of dual-pol synthetic aperture radar (SAR) image patches, multi-spectral Sentinel-2 image patches, and MODIS land cover maps.
Semantic SegmentationWeakly-Supervised Semantic SegmentationScene Classification
34 papers · 0 benchmarks
ScribbleSup (PASCAL-Scribble Dataset)
The PASCAL-Scribble Dataset is an extension of the PASCAL dataset with scribble annotations for semantic segmentation.
ImagesSemantic SegmentationInstance SegmentationWeakly-Supervised Semantic Segmentation
26 papers · 0 benchmarks
ScribbleKITTI
ScribbleKITTI is a scribble-annotated dataset for LiDAR semantic segmentation.
Semi-Supervised Semantic Segmentation3D Semantic SegmentationWeakly-Supervised Semantic SegmentationLIDAR Semantic SegmentationWeakly Supervised 3D Point Cloud Segmentation
19 papers · 2 benchmarks
ACDC Scribbles
We release expert-made scribble annotations for the medical ACDC dataset [1].
ImagesMedicalMRISemantic SegmentationMedical Image SegmentationWeakly-Supervised Semantic SegmentationHeart SegmentationCardiac SegmentationWeakly supervised segmentation
10 papers · 1 benchmark
CheXlocalize
CheXlocalize is a radiologist-annotated segmentation dataset on chest X-rays.
ImagesBiomedicalMedicalSemantic SegmentationMedical Image Segmentation2D Semantic SegmentationWeakly-Supervised Semantic SegmentationWeakly supervised Semantic SegmentationWeakly-Supervised Object Segmentation+2 tasks
3 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.