Graph-level molecular classification on NCI1
0.755MCCESA
Evaluation Results
| Method | Links | |
|---|---|---|
| ESA2024.02 | 0.755 | |
| ESAevaluation_protocol=mean ± std over 5 runs2024.02 | 0.75 | |
| GAT2024.02 | 0.701 | |
| GATevaluation_protocol=mean ± std over 5 runs2024.02 | 0.7 | |
| PNAevaluation_protocol=mean ± std over 5 runs2024.02 | 0.7 | |
| GPSevaluation_protocol=mean ± std over 5 runs2024.02 | 0.7 | |
| PNA2024.02 | 0.697 | |
| GPS2024.02 | 0.697 | |
| GIN2024.02 | 0.694 | |
| DropGINevaluation_protocol=mean ± std over 5 runs2024.02 | 0.69 | |
| DropGIN2024.02 | 0.686 | |
| GCN2024.02 | 0.682 | |
| GATv2evaluation_protocol=mean ± std over 5 runs2024.02 | 0.65 | |
| GATv22024.02 | 0.646 | |
| Graphormer2024.02 | 0.54 | |
| Graphormerevaluation_protocol=mean ± std over 5 runs2024.02 | 0.54 | |
| TokenGT2024.02 | 0.532 | |
| TokenGTevaluation_protocol=mean ± std over 5 runs2024.02 | 0.53 |