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Transfer Learning datasets

archive 2025-07-28

18 datasets carry the task tag "Transfer Learning" (the task itself: Transfer Learning), ordered by the archive's paper count. Page 1 of 1: 18 shown of 18. 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 52Transfer Learning 18

Transfer Learning datasets 1–18 of 18

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
Office-Home
Office-Home is a benchmark dataset for domain adaptation which contains 4 domains where each domain consists of 65 categories.
ImagesDomain AdaptationUnsupervised Domain AdaptationDomain GeneralizationTransfer LearningMulti-Source Unsupervised Domain AdaptationPartial Domain Adaptation+5 tasks
1,074 papers · 11 benchmarks
MFRC (Moral Foundations Reddit Corpus)
Moral Foundations Reddit Corpus (MFRC) is a collection of 16,123 Reddit comments that have been curated from 12 distinct subreddits, hand-annotated by at least three trained annotators for 8 categories of moral sentiment (i.e., Care,…
TextsSentiment AnalysisTransfer Learning
9 papers · 0 benchmarks
Sims4Action
The Sims4Action Dataset: a videogame-based dataset for Synthetic→Real domain adaptation for human activity recognition.
VideosActionsActivity RecognitionDomain AdaptationUnsupervised Domain AdaptationAction ClassificationDomain GeneralizationTransfer Learning+1 tasks
5 papers · 0 benchmarks
SpaRTUN
SpaRTUN a dataset synthesized for transfer learning on spatial question answering (SQA) and spatial role labeling (SpRL).
TextsQuestion AnsweringTransfer Learning
5 papers · 0 benchmarks
BIOSCAN-5M
As part of an ongoing worldwide effort to comprehend and monitor insect biodiversity, we present the BIOSCAN-5M Insect dataset to the machine learning community.
ImagesBiologyClassificationSemi-Supervised Image ClassificationDomain GeneralizationTransfer LearningHierarchical Multi-label ClassificationMultimodal Deep Learning+4 tasks
4 papers · 0 benchmarks
CARLANE Benchmark
Unsupervised Domain Adaptation demonstrates great potential to mitigate domain shifts by transferring models from labeled source domains to unlabeled target domains.
ImagesDomain Adaptation2D Semantic SegmentationTransfer LearningLane DetectionAutonomous DrivingSelf-Supervised Learning+1 tasks
4 papers · 3 benchmarks
BanglaLekha-Isolated
This dataset contains Bangla handwritten numerals, basic characters and compound characters.
ImagesMulti-Label ClassificationOptical Character Recognition (OCR)Transfer LearningHandwriting Recognition
3 papers · 2 benchmarks
Retinal Fundus MultiDisease Image Dataset (RFMiD)
According to the WHO, World report on vision 2019, the number of visually impaired people worldwide is estimated to be 2.2 billion, of whom at least 1 billion have a vision impairment that could have been prevented or is yet to be…
Transfer Learning
3 papers · 1 benchmark
fluocells (Fluorescent Neuronal Cells)
By releasing this dataset, we aim at providing a new testbed for computer vision techniques using Deep Learning.
ImagesBiologyBiomedical2D Semantic SegmentationTransfer LearningObject Counting
3 papers · 0 benchmarks
Digital twin-supported deep learning for fault diagnosis
This is a dataset used to test deep learning-supported deep learning for fault diagnosis: - A digital twin model for a robot.
Time seriesClassificationDomain AdaptationTransfer LearningFault Diagnosis
2 papers · 1 benchmark
M2QA (Multi-domain Multilingual Question Answering)
M2QA (Multi-domain Multilingual Question Answering) is an extractive question answering benchmark for evaluating joint language and domain transfer.
TextsQuestion AnsweringTransfer LearningMultilingual NLPExtractive Question-Answering
2 papers · 0 benchmarks
BaitBuster-Bangla: A Comprehensive Dataset for Clickbait Detection in Bangla with Multi-Feature and Multi-Modal Analysis
The dataset contains a total of 253,070 records, with 18 features.
TextsTabularClassificationNamed Entity Recognition (NER)Transfer Learning
1 paper · 0 benchmarks
Indian Party Symbol Dataset
There was no predefined dataset of party symbols to be usedas a benchmark.
ImagesImage ClassificationTransfer Learning
1 paper · 0 benchmarks
ReefSet
The full version of ReefSet used in Williams et al.
AudioAudio ClassificationTransfer Learning
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
AppleScabFDs
Dataset contains images with apples infected by scab.
ImagesImage ClassificationTransfer Learning
0 papers · 0 benchmarks
AppleScabLDs
Dataset contains images with apple leaves infected by scab.
ImagesImage ClassificationTransfer 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.