Node Classification 벤치마크
Node Classification on minesweeper
AUCROC
- 2024-03-02 — Polynormer: AUCROC 97.46
- 2024-06-13 — GCN: AUCROC 97.86
| Rank | Model | AUCROC | Paper | Code | Year |
|---|---|---|---|---|---|
| 1 | GCN | 97.86 ± 0.24 | Classic GNNs are Strong Baselines: Reassessing GNNs for Node Classification | LUOyk1999/tunedGNN | 2024 |
| 2 | GraphSAGE | 97.77 ± 0.62 | Classic GNNs are Strong Baselines: Reassessing GNNs for Node Classification | LUOyk1999/tunedGNN | 2024 |
| 3 | GAT | 97.73 ± 0.73 | Classic GNNs are Strong Baselines: Reassessing GNNs for Node Classification | LUOyk1999/tunedGNN | 2024 |
| 4 | Polynormer | 97.46±0.36 | Polynormer: Polynomial-Expressive Graph Transformer in Linear Time | cornell-zhang/Polynormer · cornell-zhang/polynormer | 2024 |