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Traffic Sign Recognition datasets

archive 2025-07-28

7 datasets carry the task tag "Traffic Sign Recognition" (the task itself: Traffic Sign Recognition), ordered by the archive's paper count. Page 1 of 1: 7 shown of 7. 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 52Traffic Sign Recognition 7

Traffic Sign Recognition datasets 1–7 of 7

GTSRB (German Traffic Sign Recognition Benchmark)
The German Traffic Sign Recognition Benchmark (GTSRB) contains 43 classes of traffic signs, split into 39,209 training images and 12,630 test images.
ImagesImage ClassificationDomain AdaptationImage ClusteringTraffic Sign Recognition
374 papers · 5 benchmarks
FlickrLogos-32
Object detection benchmark for logo detection.
ImagesImage Classification2D Object DetectionObject DetectionTraffic Sign Recognition
26 papers · 3 benchmarks
CURE-TSR (CURE Traffic Sign Recognition)
Includes more than two million traffic sign images that are based on real-world and simulator data.
Image Quality AssessmentTraffic Sign RecognitionTraffic Sign Detection
16 papers · 0 benchmarks
TopLogo-10
Collected from top 10 most popular clothing/wearable brandname logos captured in rich visual context.
Incremental LearningTraffic Sign RecognitionMetric LearningOne-Shot Learning
6 papers · 1 benchmark
CURE-TSD (CURE Traffic Sign Detection)
Based on simulated challenging conditions that correspond to adversaries that can occur in real-world environments and systems.
Object DetectionTraffic Sign RecognitionTraffic Sign Detection
3 papers · 0 benchmarks
Tsinghua-Tencent 100K (Traffic-Sign Detection and Classification in the Wild)
Although promising results have been achieved in the areas of traffic-sign detection and classification, few works have provided simultaneous solutions to these two tasks for realistic real world images.
ImagesTraffic Sign Recognition
3 papers · 1 benchmark
BelgaLogos
BelgaLogos is a dataset for logo detection and recognition.
Traffic Sign Recognition
1 paper · 1 benchmark

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.