Graph-level classification on MNIST
0.99MCCESA
Evaluation Results
| Method | Links | |
|---|---|---|
| ESAevaluation_protocol=mean ± std over 5 runs2024.02 | 0.99 | |
| ESA2024.02 | 0.986 | |
| GATv2evaluation_protocol=mean ± std over 5 runs2024.02 | 0.98 | |
| PNAevaluation_protocol=mean ± std over 5 runs2024.02 | 0.98 | |
| GPSevaluation_protocol=mean ± std over 5 runs2024.02 | 0.98 | |
| GPS2024.02 | 0.98 | |
| GATv22024.02 | 0.979 | |
| PNA2024.02 | 0.978 | |
| GAT2024.02 | 0.972 | |
| DropGINevaluation_protocol=mean ± std over 5 runs2024.02 | 0.97 | |
| GATevaluation_protocol=mean ± std over 5 runs2024.02 | 0.97 | |
| DropGIN2024.02 | 0.97 | |
| GIN2024.02 | 0.965 | |
| GCN2024.02 | 0.957 |