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Node Classification on Non-Homophilic (Heterophilic) Graphs datasets

archive 2025-07-28

15 datasets carry the task tag "Node Classification on Non-Homophilic (Heterophilic) Graphs" (the task itself: Node Classification on Non-Homophilic (Heterophilic) Graphs), ordered by the archive's paper count. Page 1 of 1: 15 shown of 15. 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 52Node Classification on Non-Homophilic (Heterophilic) Graphs 15

Node Classification on Non-Homophilic (Heterophilic) Graphs datasets 1–15 of 15

Pubmed
The PubMed dataset consists of 19717 scientific publications from PubMed database pertaining to diabetes classified into one of three classes.
GraphsNode ClassificationLink PredictionText SummarizationGraph ClassificationLanguage ModellingNode Clustering+6 tasks
1,236 papers · 19 benchmarks
Penn94
Node classification on Penn94
GraphsNode ClassificationNode Classification on Non-Homophilic (Heterophilic) Graphs
60 papers · 2 benchmarks
genius
node classification on genius
GraphsNode ClassificationNode Classification on Non-Homophilic (Heterophilic) GraphsBinary Quantification
37 papers · 2 benchmarks
twitch-gamers
node classification on twitch-gamers
GraphsNode ClassificationNode Classification on Non-Homophilic (Heterophilic) Graphs
24 papers · 2 benchmarks
Chameleon (48%/32%/20% fixed splits)
Node classification on Chameleon with the fixed 48%/32%/20% splits provided by Geom-GCN.
GraphsNode ClassificationNode Classification on Non-Homophilic (Heterophilic) Graphs
20 papers · 2 benchmarks
Deezer-Europe
Node classification on Deezer Europe with 50%/25%/25% random splits for training/validation/test.
GraphsNode Classification on Non-Homophilic (Heterophilic) Graphs
19 papers · 1 benchmark
Squirrel (48%/32%/20% fixed splits)
Node classification on Squirrel with the fixed 48%/32%/20% splits provided by Geom-GCN.
GraphsNode ClassificationNode Classification on Non-Homophilic (Heterophilic) Graphs
19 papers · 2 benchmarks
Wisconsin(60%/20%/20% random splits)
Node classification on Wisconsin with 60%/20%/20% random splits for training/validation/test.
GraphsNode Classification on Non-Homophilic (Heterophilic) Graphs
18 papers · 1 benchmark
Chameleon(60%/20%/20% random splits)
Node classification on Chameleon with 60%/20%/20% random splits for training/validation/test.
GraphsNode ClassificationNode Classification on Non-Homophilic (Heterophilic) Graphs
17 papers · 2 benchmarks
Cornell (48%/32%/20% fixed splits)
Node classification on Cornell with the fixed 48%/32%/20% splits provided by Geom-GCN.
GraphsNode ClassificationNode Classification on Non-Homophilic (Heterophilic) Graphs
16 papers · 2 benchmarks
Cornell (60%/20%/20% random splits)
Node classification on Cornell with 60%/20%/20% random splits for training/validation/test.
GraphsNode ClassificationNode Classification on Non-Homophilic (Heterophilic) Graphs
16 papers · 2 benchmarks
Texas(60%/20%/20% random splits)
Node classification on Texas with 60%/20%/20% random splits for training/validation/test.
GraphsNode Classification on Non-Homophilic (Heterophilic) Graphs
16 papers · 1 benchmark
Wisconsin (48%/32%/20% fixed splits)
Node classification on Wisconsin with the fixed 48%/32%/20% splits provided by Geom-GCN.
GraphsNode ClassificationNode Classification on Non-Homophilic (Heterophilic) Graphs
15 papers · 2 benchmarks
Film(48%/32%/20% fixed splits)
Node classification on Film with the fixed 48%/32%/20% splits provided by Geom-GCN.
GraphsNode ClassificationNode Classification on Non-Homophilic (Heterophilic) Graphs
14 papers · 2 benchmarks
Texas (48%/32%/20% fixed splits)
Node classification on Texas with the fixed 48%/32%/20% splits provided by Geom-GCN.
GraphsNode ClassificationNode Classification on Non-Homophilic (Heterophilic) Graphs
14 papers · 2 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.