</> Code with Papers by Syntology

Home › Datasets › task › ECG Classification

ECG Classification datasets

archive 2025-07-28

8 datasets carry the task tag "ECG Classification" (the task itself: ECG Classification), ordered by the archive's paper count. Page 1 of 1: 8 shown of 8. 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 52ECG Classification 8

ECG Classification datasets 1–8 of 8

UCR Time Series Classification Archive
The UCR Time Series Archive - introduced in 2002, has become an important resource in the time series data mining community, with at least one thousand published papers making use of at least one data set from the archive.
AudioTime seriesTime Series ClassificationAudio ClassificationECG ClassificationTime Series ClusteringTime Series Averaging
42 papers · 2 benchmarks
PTB Diagnostic ECG Database
The ECGs in this collection were obtained using a non-commercial, PTB prototype recorder with the following specifications: 16 input channels, (14 for ECGs, 1 for respiration, 1 for line voltage) Input voltage: ±16 mV, compensated offset…
MedicalLanguage ModellingECG ClassificationConstituency Grammar InductionECG Patient IdentificationECG Patient Identification (gallery-probe)Myocardial infarction detection
22 papers · 4 benchmarks
ECG Heartbeat Categorization Dataset
This dataset is composed of two collections of heartbeat signals derived from two famous PhysioNet datasets in heartbeat classification, the MIT-BIH Arrhythmia Dataset and the PTB Diagnostic ECG Database.
Time seriesTime Series ClassificationECG Classification
10 papers · 0 benchmarks
PTB-XL
Electrocardiography (ECG) is a key diagnostic tool to assess the cardiac condition of a patient.
MedicalECG ClassificationECG Patient IdentificationECG Patient Identification (gallery-probe)RhythmSuperclass classificationAll+4 tasks
7 papers · 2 benchmarks
CODE-15%
A dataset of 12-lead ECGs with annotations.
MedicalECG ClassificationECG Patient IdentificationECG Patient Identification (gallery-probe)
6 papers · 1 benchmark
PhysioNet Challenge 2021 (The PhysioNet/Computing in Cardiology Challenge 2021)
Data Description The training data contains twelve-lead ECGs.
BiomedicalTime seriesECG ClassificationAge Estimation
6 papers · 2 benchmarks
PhysioNet Challenge 2020
Data The data for this Challenge are from multiple sources: CPSC Database and CPSC-Extra Database INCART Database PTB and PTB-XL Database The Georgia 12-lead ECG Challenge (G12EC) Database Undisclosed Database The first source is the…
BiomedicalTime seriesECG Classification
4 papers · 1 benchmark
MIMIC-IV-ECG (MIMIC-IV-ECG: Diagnostic Electrocardiogram Matched Subset)
The MIMIC-IV-ECG module contains approximately 800,000 diagnostic electrocardiograms across nearly 160,000 unique patients.
MedicalElectrocardiography (ECG)ECG Classification
3 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.