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Explainable Artificial Intelligence (XAI) datasets

archive 2025-07-28

6 datasets carry the task tag "Explainable Artificial Intelligence (XAI)" (the task itself: Explainable Artificial Intelligence (XAI)), ordered by the archive's paper count. Page 1 of 1: 6 shown of 6. 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 (XAI) 6

Explainable Artificial Intelligence (XAI) datasets 1–6 of 6

ADNI (Alzheimer's Disease NeuroImaging Initiative)
Alzheimer's Disease Neuroimaging Initiative (ADNI) is a multisite study that aims to improve clinical trials for the prevention and treatment of Alzheimer’s disease (AD).[1] This cooperative study combines expertise and funding from the…
MRIAnomaly DetectionGraph ClassificationLinear-Probe ClassificationAlzheimer's Disease DetectionCubic splines Image RegistrationExplainable Artificial Intelligence (XAI)+1 tasks
28 papers · 5 benchmarks
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.
ImagesClassificationSemantic SegmentationExplainable Artificial Intelligence (XAI)
6 papers · 1 benchmark
InVar-100 (Industrial Objects in Varied Contexts)
The Industrial Objects in Varied Contexts (InVar) Dataset was internally produced by our team and contains 100 objects in 20800 total images (208 images per class).
ImagesImage ClassificationContinual LearningExplainable Artificial Intelligence (XAI)
2 papers · 0 benchmarks
3U-VQA (Usual, Unusual and Unknown object scenarios for LVQA with difficulty scoring dataset)
To tackle the challenge of obtaining out-of-distribution (OOD) data for LVQA models, we introduced a novel dataset named 3U-VQA dataset (Usual, Unusual and Unknown object scenarios for LVQA with difficulty scoring dataset).
Visual Question Answering (VQA)Image CaptioningExplainable Artificial Intelligence (XAI)
1 paper · 0 benchmarks
B-XAIC
B-XAIC consists of 50K small molecules represented as graphs and includes 7 graph classification tasks, each with ground truth labels and corresponding explanations.
GraphsClassificationGraph ClassificationExplainable Artificial Intelligence (XAI)Explainable Models
1 paper · 0 benchmarks
SpanEX
Reasoning over spans of tokens from different parts of the input is essential for natural language understanding (NLU) tasks such as fact-checking (FC), machine reading comprehension (MRC) or natural language inference (NLI).
TextsExplanation GenerationExplainable Artificial Intelligence (XAI)
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.