Graph-level molecular classification on NCI109
0.7MCCESA
Evaluation Results
| Method | Links | |
|---|---|---|
| ESA2024.02 | 0.7 | |
| ESAevaluation_protocol=mean ± std over 5 runs2024.02 | 0.7 | |
| GIN2024.02 | 0.684 | |
| DropGIN2024.02 | 0.681 | |
| DropGINevaluation_protocol=mean ± std over 5 runs2024.02 | 0.68 | |
| PNA2024.02 | 0.67 | |
| PNAevaluation_protocol=mean ± std over 5 runs2024.02 | 0.67 | |
| GCN2024.02 | 0.665 | |
| GATv22024.02 | 0.664 | |
| GATevaluation_protocol=mean ± std over 5 runs2024.02 | 0.66 | |
| GATv2evaluation_protocol=mean ± std over 5 runs2024.02 | 0.66 | |
| GAT2024.02 | 0.658 | |
| GPS2024.02 | 0.623 | |
| GPSevaluation_protocol=mean ± std over 5 runs2024.02 | 0.62 | |
| Graphormer2024.02 | 0.504 | |
| Graphormerevaluation_protocol=mean ± std over 5 runs2024.02 | 0.5 | |
| TokenGT2024.02 | 0.453 | |
| TokenGTevaluation_protocol=mean ± std over 5 runs2024.02 | 0.45 |