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Classification datasets

archive 2025-07-28

222 datasets carry the task tag "Classification" (the task itself: Classification), ordered by the archive's paper count. Page 1 of 5: 48 shown of 222. 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.

Classification datasets 1–48 of 222

CIFAR-10

description withheld: archive row vandalised before snapshot

Images Image Classification Classification Image Generation Zero-Shot Learning Anomaly Detection Image Retrieval+58 tasks

16,145 papers · 91 benchmarks

ImageNet

The ImageNet dataset contains 14,197,122 annotated images according to the WordNet hierarchy.

Images Image Classification Classification Image Generation Zero-Shot Learning Visual Question Answering (VQA)Few-Shot Image Classification+37 tasks

15,430 papers · 52 benchmarks

CIFAR-100

The CIFAR-100 dataset (Canadian Institute for Advanced Research, 100 classes) is a subset of the Tiny Images dataset and consists of 60000 32x32 color images.

Images Image Classification Classification Image Generation Zero-Shot Learning Anomaly Detection Few-Shot Image Classification+37 tasks

9,045 papers · 51 benchmarks

GLUE (General Language Understanding Evaluation benchmark)

General Language Understanding Evaluation (GLUE) benchmark is a collection of nine natural language understanding tasks, including single-sentence tasks CoLA and SST-2, similarity and paraphrasing tasks MRPC, STS-B and QQP, and natural…

Texts Classification Text Classification Text Generation Few-Shot Learning Natural Language Inference Semantic Textual Similarity+8 tasks

3,197 papers · 13 benchmarks

SST (Stanford Sentiment Treebank)

The Stanford Sentiment Treebank is a corpus with fully labeled parse trees that allows for a complete analysis of the compositional effects of sentiment in language.

Texts Classification Text Classification Sentiment Analysis Few-Shot Learning Out-of-Distribution Detection Few-Shot Text Classification+2 tasks

2,354 papers · 6 benchmarks

SST-2

The Stanford Sentiment Treebank is a corpus with fully labeled parse trees that allows for a complete analysis of the compositional effects of sentiment in language.

Classification Text Classification Sentiment Analysis Few-Shot Learning Explanation Fidelity Evaluation Chinese Sentiment Analysis

1,808 papers · 2 benchmarks

DTD (Describable Textures Dataset)

The Describable Textures Dataset (DTD) contains 5640 texture images in the wild.

Images Image Classification Classification Zero-Shot Learning Few-Shot Learning Image Clustering Neural Architecture Search+3 tasks

870 papers · 8 benchmarks

Food-101

The Food-101 dataset consists of 101 food categories with 750 training and 250 test images per category, making a total of 101k images.

Images Image Classification Classification Zero-Shot Learning Few-Shot Learning Image Clustering Fine-Grained Image Classification+10 tasks

805 papers · 14 benchmarks

BoolQ (Boolean Questions)

BoolQ is a question answering dataset for yes/no questions containing 15942 examples.

Texts Classification Question Answering Text Classification Text Generation parameter-efficient fine-tuning

701 papers · 5 benchmarks

The Reddit dataset is a graph dataset from Reddit posts made in the month of September, 2014.

Graphs Classification Question Answering Text Classification Node Classification Text Summarization Graph Classification+15 tasks

699 papers · 8 benchmarks

EuroSAT

Eurosat is a dataset and deep learning benchmark for land use and land cover classification.

Images Image Classification Classification Semantic Segmentation Zero-Shot Learning Few-Shot Learning Image Clustering+4 tasks

687 papers · 8 benchmarks

CIFAR-10C

Common corruptions dataset for CIFAR10

Images Classification Domain Generalization

494 papers · 2 benchmarks

WSC (Winograd Schema Challenge)

The Winograd Schema Challenge was introduced both as an alternative to the Turing Test and as a test of a system’s ability to do commonsense reasoning.

Texts Classification Coreference Resolution

361 papers · 2 benchmarks

WiC (Words in Context)

WiC is a benchmark for the evaluation of context-sensitive word embeddings.

Texts Classification Text Generation Language Modelling Word Sense Disambiguation Word Embeddings

206 papers · 3 benchmarks

SGD (Schema-Guided Dialogue)

The Schema-Guided Dialogue (SGD) dataset consists of over 20k annotated multi-domain, task-oriented conversations between a human and a virtual assistant.

Texts Classification Slot Filling Dialogue State Tracking Task-Oriented Dialogue Systems Natural Language Understanding Multi-domain Dialogue State Tracking

186 papers · 2 benchmarks

fMoW (Functional Map of the World)

Functional Map of the World (fMoW) is a dataset that aims to inspire the development of machine learning models capable of predicting the functional purpose of buildings and land use from temporal sequences of satellite images and a rich…

Images Image Classification Object Detection Classification Image Super-Resolution Disaster Response

144 papers · 1 benchmark

N-Caltech 101 (Neuromorphic-Caltech101)

The Neuromorphic-Caltech101 (N-Caltech101) dataset is a spiking version of the original frame-based Caltech101 dataset.

Images Image Classification Classification Object Recognition Event data classification

110 papers · 3 benchmarks

Bank Marketing

The data is related with direct marketing campaigns (phone calls) of a Portuguese banking institution.

Tabular Classification

69 papers · 0 benchmarks

CIFAR-10H

CIFAR-10H is a new dataset of soft labels reflecting human perceptual uncertainty for the 10,000-image CIFAR-10 test set.

Classification

61 papers · 0 benchmarks

Adult

Data Set Information: Extraction was done by Barry Becker from the 1994 Census database.

Tabular Classification Imputation General Classification single catogory classification

56 papers · 2 benchmarks

N-CARS

A large real-world event-based dataset for object classification.

Classification Object Recognition Optical Flow Estimation

56 papers · 2 benchmarks

RTE (Recognizing Textual Entailment)

The Recognizing Textual Entailment (RTE) datasets come from a series of textual entailment challenges.

Texts Classification Natural Language Inference

56 papers · 2 benchmarks

HRF (High-Resolution Fundus)

The HRF dataset is a dataset for retinal vessel segmentation which comprises 45 images and is organized as 15 subsets.

Images Medical Classification Retinal Vessel Segmentation Artery/Veins Retinal Vessel Segmentation

53 papers · 3 benchmarks

COVID-19 Image Data Collection

Contains hundreds of frontal view X-rays and is the largest public resource for COVID-19 image and prognostic data, making it a necessary resource to develop and evaluate tools to aid in the treatment of COVID-19.

Images Biology Biomedical Medical Classification COVID-19 Diagnosis Data Augmentation

35 papers · 1 benchmark

MHIST (Minimalist Histopathology image analysis dataset)

The minimalist histopathology image analysis dataset (MHIST) is a binary classification dataset of 3,152 fixed-size images of colorectal polyps, each with a gold-standard label determined by the majority vote of seven board-certified…

Images Biology Classification

28 papers · 1 benchmark

HTRU2

Pulsar candidates collected during the HTRU survey.

Tabular Classification

27 papers · 0 benchmarks

TCGA (The Cancer Genome Atlas)

Medical Tabular Classification Multiple Instance Learning Cancer type classification

23 papers · 2 benchmarks

Covid-19 radiography database

A team of researchers from Qatar University, Doha, Qatar, and the University of Dhaka, Bangladesh along with their collaborators from Pakistan and Malaysia in collaboration with medical doctors have created a database of chest X-ray images…

Images Classification

21 papers · 0 benchmarks

RSSCN7

he RSSCN7 dataset contains satellite images acquired from Google Earth, which is originally collected for remote sensing scene classification.

Images Classification

20 papers · 1 benchmark

BiasBios (Bias in Bios)

The purpose of this dataset was to study gender bias in occupations.

Texts Classification

19 papers · 1 benchmark

CWRU Bearing Dataset

Data was collected for normal bearings, single-point drive end and fan end defects.

Classification

15 papers · 1 benchmark

N-ImageNet (Large-Scale Dataset for Event-Based Object Recognition)

The N-ImageNet dataset is an event-camera counterpart for the ImageNet dataset.

Classification Object Recognition Event-based vision Robust classification

15 papers · 2 benchmarks

ISIC 2019

The goal for ISIC 2019 is classify dermoscopic images among nine different diagnostic categories.25,331 images are available for training across 8 different categories.

Classification Partial Label Learning Skin Lesion Classification

13 papers · 3 benchmarks

SD-198

The SD-198 dataset contains 198 different diseases from different types of eczema, acne and various cancerous conditions.

Medical Classification Semantic Segmentation Lesion Segmentation Partial Label Learning Skin Lesion Classification Skin Cancer Segmentation

11 papers · 0 benchmarks

GRAZPEDWRI-DX

GRAZPEDWRI-DX is a public dataset of 20,327 pediatric wrist trauma X-ray images released by the University of Medicine of Graz.

Images Medical Object Detection Classification Medical Object Detection medical image detection Fracture detection

10 papers · 4 benchmarks

InDL (In-Diagram Logic)

Dataset Introduction In this work, we introduce the In-Diagram Logic (InDL) dataset, an innovative resource crafted to rigorously evaluate the logic interpretation abilities of deep learning models.

Images Classification

10 papers · 1 benchmark

SST-3 (Stanford Sentiment Treebank: 3-way)

SST-5 is the Stanford Sentiment Treebank 5-way classification dataset (positive, somewhat positive, neutral, somewhat negative, negative).

Texts Classification Sentiment Analysis Sentiment Classification

10 papers · 1 benchmark

SciRepEval

SciRepEval is a comprehensive benchmark for training and evaluating scientific document representations.

Texts Classification Information Retrieval regression Ad-Hoc Information Retrieval

9 papers · 0 benchmarks

ArtiFact (Artificial and Factual Image Dataset for Synthetic Image Detection)

The ArtiFact dataset is a large-scale image dataset that aims to include a diverse collection of real and synthetic images from multiple categories, including Human/Human Faces, Animal/Animal Faces, Places, Vehicles, Art, and many other…

Images Classification Fake Image Detection Fake Image Attribution

7 papers · 0 benchmarks

Brain Tumor MRI Dataset

This dataset is a combination of the following three datasets : figshare, SARTAJ dataset and Br35H This dataset contains 7022 images of human brain MRI images which are classified into 4 classes: glioma - meningioma - no tumor and…

Classification Medical Image Enhancement Brain Tumor Classification

7 papers · 3 benchmarks

SSC (Spiking Speech Commands v0.2)

The SSC dataset is a spiking version of the Speech Commands dataset release by Google (Speech Commands).

Audio Classification Audio Classification Audio Tagging

7 papers · 1 benchmark

Full-body Parkinson’s disease dataset

A public data set of walking full-body kinematics and kinetics in individuals with Parkinson’s disease

Classification

6 papers · 1 benchmark

RxRx1

RxRx1 is a biological dataset designed specifically for the systematic study of batch effect correction methods.

Images Biology Classification

6 papers · 1 benchmark

XImageNet-12 (XIMAGENET-12: An Explainable AI Benchmark Dataset for Model Robustness Evaluation)

Enlarge the dataset to understand how image background effect the Computer Vision ML model.

Images Classification Semantic Segmentation Explainable Artificial Intelligence (XAI)

6 papers · 1 benchmark

ForgeryNet

We construct the ForgeryNet dataset, an extremely large face forgery dataset with unified annotations in image- and video-level data across four tasks: 1) Image Forgery Classification, including two-way (real / fake), three-way (real /…

Images Videos Classification DeepFake Detection Temporal Forgery Localization Localization In Video Forgery

5 papers · 1 benchmark

RITE (Retinal Images vessel Tree Extraction)

The RITE (Retinal Images vessel Tree Extraction) is a database that enables comparative studies on segmentation or classification of arteries and veins on retinal fundus images, which is established based on the public available DRIVE…

Images Medical Classification Medical Image Segmentation

5 papers · 2 benchmarks

VNAT (VPN/NONVPN NETWORK APPLICATION TRAFFIC DATASET)

This dataset is a collection of labelled PCAP files, both encrypted and unencrypted, across 10 applications, as well as a pandas dataframe in HDF5 format containing detailed metadata summarizing the connections from those files.

Time series Tables Classification Security Studies

5 papers · 0 benchmarks

ALTA 2021 Shared Task (Automatic Grading of Evidence, 10 years later)

This dataset is described in the ALTA 2021 Shared Task website and associated CodaLab competition.

Texts Classification

4 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.

Classification datasets

Filter 50 task tags shown of 3,717, by dataset count; the full filter by modality, task and language is on /datasets

Classification datasets 1–48 of 222