Graph-level molecular classification on BBBP
0.84MCCESA
Evaluation Results
| Method | Links | |
|---|---|---|
| ESAevaluation_protocol=mean ± std over 5 runs2024.02 | 0.84 | |
| ESA2024.02 | 0.835 | |
| GAT2024.02 | 0.744 | |
| GATevaluation_protocol=mean ± std over 5 runs2024.02 | 0.74 | |
| PNA2024.02 | 0.731 | |
| GATv2evaluation_protocol=mean ± std over 5 runs2024.02 | 0.73 | |
| PNAevaluation_protocol=mean ± std over 5 runs2024.02 | 0.73 | |
| GATv22024.02 | 0.728 | |
| GPS2024.02 | 0.705 | |
| GIN2024.02 | 0.704 | |
| GPSevaluation_protocol=mean ± std over 5 runs2024.02 | 0.7 | |
| DropGIN2024.02 | 0.685 | |
| DropGINevaluation_protocol=mean ± std over 5 runs2024.02 | 0.68 | |
| GCN2024.02 | 0.674 | |
| TokenGTevaluation_protocol=mean ± std over 5 runs2024.02 | 0.58 | |
| TokenGT2024.02 | 0.578 | |
| Graphormer2024.02 | 0.552 | |
| Graphormerevaluation_protocol=mean ± std over 5 runs2024.02 | 0.55 |