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Multi-Task Learning datasets

archive 2025-07-28

59 datasets carry the task tag "Multi-Task Learning" (the task itself: Multi-Task Learning), ordered by the archive's paper count. Page 2 of 2: 11 shown of 59. 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 50 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 52

Multi-Task Learning datasets 49–59 of 59

MerRec (MerRec Recommendation Dataset)
A large scale, C2C marketplace e-commerce dataset.
TextsRecommendation SystemsClick-Through Rate PredictionMulti-Task Learning
1 paper · 0 benchmarks
Noun-Noun Compound Dataset
The noun–noun compounds dataset created by Fares (2016) consists of compounds annotated with two different taxonomies of relations; that is, for each noun–noun compound there are two distinct relations, drawing on different linguistic…
Multi-Task Learning
1 paper · 0 benchmarks
Photographic Defect Severity
A large-scale dataset of user annotations on seven common photographic defects.
Multi-Task Learning
1 paper · 0 benchmarks
SICKLE (Satellite Imagery for Cropping annotated with Keyparameter LabEls)
The availability of well-curated datasets has driven the success of Machine Learning (ML) models.
ImagesEnvironmentTime seriesSuper-Resolution2D Semantic SegmentationPanoptic SegmentationMulti-Task LearningSynthetic Data GenerationCrop Classification+7 tasks
1 paper · 1 benchmark
SemanticSugarBeets
SemanticSugarBeets, a novel and high-quality dataset containing 953 monocular RGB images and 2920 annotations of sugar beets, enables a wide range of learning tasks including object detection, semantic segmentation, instance segmentation…
ImagesObject DetectionSemantic SegmentationInstance SegmentationPanoptic SegmentationMulti-Task LearningCrop Classification+3 tasks
1 paper · 0 benchmarks
TFix's Code Patches Data
The dataset contains more than 100k code patch pairs extracted from open source projects on GitHub.
TextsCode GenerationTransfer LearningMulti-Task LearningProgram Repair
1 paper · 1 benchmark
TimberVision
The TimberVision dataset consists of more than 2k annotated RGB images and contains a total of 51k trunk components including cut and lateral surfaces, thereby surpassing any existing dataset in this domain in terms of both quantity and…
ImagesVideosObject DetectionSemantic SegmentationInstance SegmentationObject TrackingPanoptic SegmentationMulti-Object Tracking+2 tasks
1 paper · 0 benchmarks
VidSet
A large video dataset with dynamic content.
Multi-Task LearningHomography Estimation
1 paper · 0 benchmarks
pic2kcal
The pic2kal benchmark for calorie prediction contains 308,000 images from over 70,000 recipes including photographs, ingredients and instructions, matched with nutritional information.
ImagesMulti-Task Learning
1 paper · 0 benchmarks
CVGL
CVGL Camera Calibration Dataset consists of 49 camera configurations with town 1 having 25 configurations while town 2 having 24 configurations.
Images3D ReconstructionMulti-Task LearningCamera Calibration
0 papers · 0 benchmarks
Dronescapes
a large video dataset captured with UAVs in different complex real-world scenes, with multiple representations, suitable for multi-task learning.
ImagesRGB VideoSemantic SegmentationSemi-Supervised Semantic SegmentationMulti-Task Learning
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.