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Datasets/Citeseer

Citeseer

GraphsUnknownIntroduced 1998-01-01

The CiteSeer dataset consists of 3312 scientific publications classified into one of six classes. The citation network consists of 4732 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 3703 unique words.

Source: https://linqs.soe.ucsc.edu/data

Benchmarks

Classification/Accuracy Community Detection/ACC Community Detection/NMI 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/Accuracy (%)Node Classification/Inference Time (ms)

Related Benchmarks

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

Statistics

Papers: 381
Benchmarks: 20

Links

Tasks

Classification Community Detection Graph Classification Graph Clustering Link Prediction Node Classification Node Clustering