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Explainable artificial intelligence datasets

archive 2025-07-28

8 datasets carry the task tag "Explainable artificial intelligence" (the task itself: Explainable artificial intelligence), 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 52Explainable artificial intelligence 8

Explainable artificial intelligence datasets 1–8 of 8

BDD-X (Berkeley Deep Drive-X (eXplanation))
Berkeley Deep Drive-X (eXplanation) is a dataset is composed of over 77 hours of driving within 6,970 videos.
Autonomous DrivingExplainable artificial intelligenceSelf-Driving CarsBehavioural cloning
47 papers · 0 benchmarks
OpenXAI
OpenXAI is the first general-purpose lightweight library that provides a comprehensive list of functions to systematically evaluate the quality of explanations generated by attribute-based explanation methods.
TabularExplainable artificial intelligenceExplainable Models
17 papers · 0 benchmarks
e-SNLI-VE
e-SNLI-VE is a large VL (vision-language) dataset with NLEs (natural language explanations) with over 430k instances for which the explanations rely on the image content.
ImagesTextsExplainable artificial intelligenceExplanation GenerationVisual Entailment
16 papers · 2 benchmarks
e-ViL
e-ViL is a benchmark for explainable vision-language tasks.
ImagesTextsExplainable artificial intelligence
10 papers · 0 benchmarks
XAI-Bench
XAI-Bench is a suite of synthetic datasets along with a library for benchmarking feature attribution algorithms.
Explainable artificial intelligence
8 papers · 0 benchmarks
AnthroProtect
For a detailed description, we refer to Section 3 in our research article.
ImagesClassificationExplainable artificial intelligence
3 papers · 0 benchmarks
EUCA dataset
EUCA dataset description Associated Paper: EUCA: the End-User-Centered Explainable AI Framework Authors: Weina Jin, Jianyu Fan, Diane Gromala, Philippe Pasquier, Ghassan Hamarneh Introduction: EUCA dataset is for modelling personalized or…
TabularExplainable artificial intelligence
1 paper · 0 benchmarks
ExBAN (ExBAN Corpus (Explanations for BAyesian Networks))
The ExBAN dataset: a corpus of NL explanations generated by crowd-sourced participants presented with the task of explaining simple Bayesian Network (BN) graphical representations.
TextsExplainable artificial intelligenceBayesian InferenceCounterfactual Explanation
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.