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Graph Classification datasets

archive 2025-07-28

54 datasets carry the task tag "Graph Classification" (the task itself: Graph Classification), ordered by the archive's paper count. Page 2 of 2: 6 shown of 54. 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 50 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 52

Graph Classification datasets 49–54 of 54

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
Color-connectivity
Synthetic graph classification datasets with the task of recognizing the connectivity of same-colored nodes in 4 graphs of varying topology.
GraphsGraph Classification
1 paper · 0 benchmarks
Eth-ICO (ICO-wallets in Ethereum)
The sampled 2-hop subgraphs centered on ICO-wallet accounts on the Ethereum Interaction graph.
Graph Classification
1 paper · 0 benchmarks
Eth-Mining (Mining in Ethereum)
The sampled 2-hop subgraphs centered on Mining accounts on the Ethereum Interaction graph.
Graph Classification
1 paper · 0 benchmarks
SPOT-10 (Animal Pattern Benchmark Dataset for Machine Learning Algorithms)
The SPOTS-10 dataset is an extensive collection of grayscale images showcasing diverse patterns found in ten animal species.
ImagesImage ClassificationClassificationImage GenerationAnomaly DetectionGraph ClassificationContinual Learning+3 tasks
1 paper · 1 benchmark
Synthetic Dynamic Networks (from Aging, Fitness Preferential Attachment mechanisms)
This dataset accompanies the paper Learning the mechanisms of network growth' by the same authors.
GraphsGraph ClassificationGraph Embedding
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.