OpenCodePapers

node-classification-on-dblp

Node Classification
Dataset Link
Results over time
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Leaderboard
PaperCodeAccuracyMicro F1Inference Time (ms)Macro F1ModelNameReleaseDate
Deep Graph Contrastive Representation Learning✓ Link84.2 ± 0.1GRACE2020-06-07
R-GCN: The R Could Stand for Random✓ Link70.61RR-GCN-PPV2022-03-04
R-GCN: The R Could Stand for Random✓ Link68.51R-GCN2022-03-04
Bridging the Gap between Community and Node Representations: Graph Embedding via Community Detection✓ Link87.8687.64DAOR2019-12-17
Graph Representation Learning Beyond Node and Homophily✓ Link80.58PairE2022-03-03
FIT-GNN: Faster Inference Time for GNNs Using Coarsening✓ Link0.0018FIT-GNN2024-10-19