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Synthetic-to-Real Translation datasets

archive 2025-07-28

5 datasets carry the task tag "Synthetic-to-Real Translation" (the task itself: Synthetic-to-Real Translation), ordered by the archive's paper count. Page 1 of 1: 5 shown of 5. 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-to-Real Translation 5

Synthetic-to-Real Translation datasets 1–5 of 5

SYNTHIA (SYNTHetic Collection of Imagery and Annotations)
The SYNTHIA dataset is a synthetic dataset that consists of 9400 multi-viewpoint photo-realistic frames rendered from a virtual city and comes with pixel-level semantic annotations for 13 classes.
ImagesSemantic SegmentationDomain AdaptationImage-to-Image TranslationUnsupervised Domain AdaptationNovel View SynthesisSource-Free Domain Adaptation+2 tasks
538 papers · 10 benchmarks
GTA5 (Grand Theft Auto 5)
The GTA5 dataset contains 24966 synthetic images with pixel level semantic annotation.
ImagesSemantic SegmentationDomain AdaptationImage-to-Image TranslationUnsupervised Domain AdaptationSource-Free Domain AdaptationSynthetic-to-Real Translation+1 tasks
412 papers · 7 benchmarks
Syn2Real
Syn2Real, a synthetic-to-real visual domain adaptation benchmark meant to encourage further development of robust domain transfer methods.
ImagesSynthetic-to-Real Translation
15 papers · 1 benchmark
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
WinSyn (WinSyn: A High Resolution Testbed for Synthetic Data)
75k photos of windows + 21k synthetic renders of building windows.
Images2D Semantic SegmentationSynthetic-to-Real Translation3D Depth Estimation
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.