Graph Classification on IMDB-M (MCC)
0.25MCCESA
Evaluation Results
| Method | Links | |
|---|---|---|
| ESAevaluation_protocol=mean ± std over 5 runs2024.02 | 0.25 | |
| ESA2024.02 | 0.247 | |
| GPS2024.02 | 0.232 | |
| GPSevaluation_protocol=mean ± std over 5 runs2024.02 | 0.23 | |
| Graphormer2024.02 | 0.222 | |
| Graphormerevaluation_protocol=mean ± std over 5 runs2024.02 | 0.22 | |
| GCN2024.02 | 0.216 | |
| GAT2024.02 | 0.203 | |
| GATv22024.02 | 0.202 | |
| TokenGT2024.02 | 0.202 | |
| GATevaluation_protocol=mean ± std over 5 runs2024.02 | 0.2 | |
| GATv2evaluation_protocol=mean ± std over 5 runs2024.02 | 0.2 | |
| TokenGTevaluation_protocol=mean ± std over 5 runs2024.02 | 0.2 | |
| DropGINevaluation_protocol=mean ± std over 5 runs2024.02 | 0.12 | |
| GIN2024.02 | 0.119 | |
| DropGIN2024.02 | 0.117 | |
| PNA2024.02 | 0.034 | |
| PNAevaluation_protocol=mean ± std over 5 runs2024.02 | 0.03 |