Graph-level classification on MalNet Tiny
0.931MCCESA
Evaluation results
| Method | Links | |
|---|---|---|
| ESA2024.02 | 0.931 | |
| ESAevaluation_protocol=mean ± std over 5 runs2024.02 | 0.93 | |
| PNA2024.02 | 0.915 | |
| PNAevaluation_protocol=mean ± std over 5 runs2024.02 | 0.91 | |
| GIN2024.02 | 0.903 | |
| DropGIN2024.02 | 0.902 | |
| GATv22024.02 | 0.902 | |
| DropGINevaluation_protocol=mean ± std over 5 runs2024.02 | 0.9 | |
| GATevaluation_protocol=mean ± std over 5 runs2024.02 | 0.9 | |
| GATv2evaluation_protocol=mean ± std over 5 runs2024.02 | 0.9 | |
| GAT2024.02 | 0.899 | |
| GCN2024.02 | 0.896 | |
| GPS2024.02 | 0.795 | |
| GPSevaluation_protocol=mean ± std over 5 runs2024.02 | 0.79 | |
| TokenGTevaluation_protocol=mean ± std over 5 runs2024.02 | 0.78 | |
| TokenGT2024.02 | 0.777 |