Graph-level classification on IMDB-B
0.74MCCESA
Evaluation Results
| Method | Links | |
|---|---|---|
| ESAevaluation_protocol=mean ± std over 5 runs2024.02 | 0.74 | |
| ESA2024.02 | 0.738 | |
| GATevaluation_protocol=mean ± std over 5 runs2024.02 | 0.69 | |
| GAT2024.02 | 0.688 | |
| DropGINevaluation_protocol=mean ± std over 5 runs2024.02 | 0.61 | |
| TokenGTevaluation_protocol=mean ± std over 5 runs2024.02 | 0.61 | |
| DropGIN2024.02 | 0.608 | |
| TokenGT2024.02 | 0.606 | |
| GCN2024.02 | 0.603 | |
| GATv2evaluation_protocol=mean ± std over 5 runs2024.02 | 0.6 | |
| GPSevaluation_protocol=mean ± std over 5 runs2024.02 | 0.6 | |
| GATv22024.02 | 0.6 | |
| GPS2024.02 | 0.598 | |
| Graphormer2024.02 | 0.565 | |
| PNA2024.02 | 0.563 | |
| PNAevaluation_protocol=mean ± std over 5 runs2024.02 | 0.56 | |
| Graphormerevaluation_protocol=mean ± std over 5 runs2024.02 | 0.56 | |
| GIN2024.02 | 0.537 |