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Cora

GraphsUnknownIntroduced 2000-01-01

The Cora dataset consists of 2708 scientific publications classified into one of seven classes. The citation network consists of 5429 links. Each publication in the dataset is described by a 0/1-valued word vector indicating the absence/presence of the corresponding word from the dictionary. The dictionary consists of 1433 unique words.

Source: https://relational.fit.cvut.cz/dataset/CORA Image Source: https://arxiv.org/abs/1611.08402

Benchmarks

Classification/Accuracy Community Detection/NMI Community Detection/ACC Document Classification/Accuracy Graph Classification/Accuracy Graph Clustering/ACC Graph Clustering/NMI Graph Clustering/ARI Graph Clustering/F1 Graph Clustering/Precision Graph Clustering/F score Link Prediction/AUC Link Prediction/AP Link Prediction/Accuracy Link Prediction/ACC Node Classification/Accuracy Node Classification/Training Split Node Classification/Validation Node Classification/1:1 Accuracy Node Classification/Inference Time (ms)Text Classification/Accuracy

Related Benchmarks

Cora (0.5%)/Node Classification/Accuracy Cora (1%)/Node Classification/Accuracy Cora (3%)/Node Classification/Accuracy Cora (48%/32%/20% fixed splits)/Node Classification/1:1 Accuracy Cora (48%/32%/20% fixed splits)/Node Classification/Accuracy Cora (60%/20%/20% random splits)/Node Classification/1:1 Accuracy Cora (biased evaluation)/Link Prediction/AP Cora (biased evaluation)/Link Prediction/AUC Cora (biased evaluation)/Link Prediction/Accuracy Cora (nonstandard variant)/Link Prediction/AP Cora (nonstandard variant)/Link Prediction/AUC Cora Full/Node Classification/Accuracy Cora Full with Public Split/Node Classification/Accuracy Cora Full-supervised/Node Classification/Accuracy Cora random partition/Node Classification/Accuracy Cora with Public Split: fixed 20 nodes per class/Node Classification/Accuracy Cora: 5 nodes per class/Node Classification/Accuracy Cora: fixed 10 node per class/Node Classification/Accuracy Cora: fixed 20 node per class/Node Classification/Accuracy Cora: fixed 20 node per class/Node Classification/Micro F1 Cora: fixed 20 nodes per class/Node Classification/Accuracy Cora: fixed 5 node per class/Node Classification/Accuracy

Statistics

Papers: 602
Benchmarks: 21

Links

Tasks

Classification Community Detection Document Classification Graph Classification Graph Clustering Graph structure learning Link Prediction Node Classification Node Clustering Text Classification