Citeseer

홈페이지 · 논문 381편

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

Graphs

벤치마크

Node Classification on Citeseer 결과 71개

Node Classification on CiteSeer with Public Split: fixed 20 nodes per class 결과 40개

Node Classification on CiteSeer (0.5%) 결과 14개

Node Classification on CiteSeer (1%) 결과 14개

Link Prediction on Citeseer 결과 13개

Graph Clustering on Citeseer 결과 9개

Node Classification on Citeseer Full-supervised 결과 7개

Graph Classification on Citeseer 결과 2개

Link Prediction on Citeseer (biased evaluation) 결과 2개

Community Detection on Citeseer 결과 1개

Link Prediction on Citeseer (nonstandard variant) 결과 1개

Node Classification on CiteSeer with Public Split: fixed 5 nodes per class 결과 1개

Node Classification on Citeseer random partition 결과 1개