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Synthetic Data Generation datasets

archive 2025-07-28

11 datasets carry the task tag "Synthetic Data Generation" (the task itself: Synthetic Data Generation), ordered by the archive's paper count. Page 1 of 1: 11 shown of 11. 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 52Synthetic Data Generation 11

Synthetic Data Generation datasets 1–11 of 11

UNSW-NB15 (UNSQ-NB15)
UNSW-NB15 is a network intrusion dataset.
TabularIntrusion DetectionNetwork Intrusion DetectionSynthetic Data Generation
156 papers · 3 benchmarks
UCI Machine Learning Repository
UCI Machine Learning Repository is a collection of over 550 datasets.
Time Series ClassificationDensity EstimationCore set discoveryMultivariate Time Series ImputationSynthetic Data GenerationGaussian Processes
56 papers · 9 benchmarks
Creative Flow+ Dataset
Includes 3000 animated sequences rendered using styles randomly selected from 40 textured line styles and 38 shading styles, spanning the range between flat cartoon fill and wildly sketchy shading.
Optical Flow EstimationSynthetic Data Generation
2 papers · 0 benchmarks
Titanic (Titanic - Machine Learning from Disaster)
Titanic Dataset Description Overview The data is divided into two groups: - Training set (train.csv): Used to build machine learning models.
TabularBinary ClassificationSynthetic Data GenerationSurvival PredictionSynthetic Data Evaluation
2 papers · 1 benchmark
CBTex (Synthetic CardBoard Textures)
Dataset of >200 synthetic cardboard texture images that were rendered with DoubeGum's cardboard shader in Blender.
ImagesSynthetic Data GenerationTexture ClassificationTexture Synthesis
1 paper · 0 benchmarks
MediBeng (Synthetic Code-Switched Bengali-English Speech Conversations for Healthcare Applications)
MediBeng Dataset The MediBeng dataset contains synthetic code-switched dialogues in Bengali and English for training models in speech recognition (ASR), text-to-speech (TTS), and machine translation in clinical settings.
TextsAudioMedicalSpeechSpeech RecognitionAutomatic Speech RecognitionAudio ClassificationSpeech-to-Text TranslationAudio GenerationSynthetic Data Generation+1 tasks
1 paper · 1 benchmark
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
Synthetic COVID-19 CXR Dataset
A public open dataset of synthetic chest X-ray images of COVID-19.
ImagesBiomedicalMedicalImage ClassificationCOVID-19 DiagnosisSynthetic Data GenerationData Augmentation
1 paper · 0 benchmarks
Synthetic Plant Dataset
About Dataset The File contains 3D point cloud data of a Fabricate plant with 10 sequences.
Synthetic Data Generation
1 paper · 0 benchmarks
TF1-EN-3M (klusai/ds-tf1-en-3m)
TF1-EN-3M: Three Million Synthetic Moral Fables for Open Language Models TF1-EN-3M is a large-scale synthetic dataset of 3,000,000 English-language moral fables, generated by instruction-tuned language models with no more than 8 billion…
TextsSynthetic Data Generation
1 paper · 0 benchmarks
diaforge-utc-r-0725 (DiaFORGE UTC: Unified Tool-Calling Conversations Dataset)
Dataset for our paper Disambiguation-Centric Finetuning Makes Enterprise Tool-Calling LLMs More Realistic and Less Risky which includes 5000 enterprise tools and the corresponding dialogues generated using DiaFORGE UTC data engine.
TextsDialogActionsQuestion AnsweringText GenerationInformation RetrievalIntent DetectionLarge Language ModelSlot Filling+17 tasks
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.