Paper | Code | Accuracy | Micro F1 | Inference Time (ms) | Macro F1 | ModelName | ReleaseDate |
---|---|---|---|---|---|---|---|
Deep Graph Contrastive Representation Learning | ✓ Link | 84.2 ± 0.1 | GRACE | 2020-06-07 | |||
R-GCN: The R Could Stand for Random | ✓ Link | 70.61 | RR-GCN-PPV | 2022-03-04 | |||
R-GCN: The R Could Stand for Random | ✓ Link | 68.51 | R-GCN | 2022-03-04 | |||
Bridging the Gap between Community and Node Representations: Graph Embedding via Community Detection | ✓ Link | 87.86 | 87.64 | DAOR | 2019-12-17 | ||
Graph Representation Learning Beyond Node and Homophily | ✓ Link | 80.58 | PairE | 2022-03-03 | |||
FIT-GNN: Faster Inference Time for GNNs Using Coarsening | ✓ Link | 0.0018 | FIT-GNN | 2024-10-19 |