Graph-level molecular classification on BACE
0.721MCCESA
Evaluation Results
| Method | Links | |
|---|---|---|
| ESA2024.02 | 0.721 | |
| ESAevaluation_protocol=mean ± std over 5 runs2024.02 | 0.72 | |
| DropGIN2024.02 | 0.654 | |
| DropGINevaluation_protocol=mean ± std over 5 runs2024.02 | 0.65 | |
| GIN2024.02 | 0.646 | |
| GATv22024.02 | 0.645 | |
| GATv2evaluation_protocol=mean ± std over 5 runs2024.02 | 0.64 | |
| PNAevaluation_protocol=mean ± std over 5 runs2024.02 | 0.64 | |
| PNA2024.02 | 0.638 | |
| GAT2024.02 | 0.632 | |
| GCN2024.02 | 0.631 | |
| GATevaluation_protocol=mean ± std over 5 runs2024.02 | 0.63 | |
| GPSevaluation_protocol=mean ± std over 5 runs2024.02 | 0.62 | |
| GPS2024.02 | 0.618 | |
| TokenGTevaluation_protocol=mean ± std over 5 runs2024.02 | 0.58 | |
| TokenGT2024.02 | 0.578 | |
| Graphormer2024.02 | 0.522 | |
| Graphormerevaluation_protocol=mean ± std over 5 runs2024.02 | 0.52 |