Graph Classification on Tox21 AhR
89.4AccuracyEGIN-E-ϵ
Evaluation Results
| Method | Links | |
|---|---|---|
| EGIN-E-ϵevaluation protocol=10-fold cross-validation, epsilon parameter=retained2025.12 | 89.4 | |
| EGIN-ϵevaluation protocol=10-fold cross-validation, epsilon parameter=retained2025.12 | 88.6 | |
| EGIN-Cevaluation protocol=10-fold cross-validation, epsilon parameter=without2025.12 | 88.3 | |
| EGIN-Eevaluation protocol=10-fold cross-validation, epsilon parameter=without2025.12 | 88.3 | |
| EGINevaluation protocol=10-fold cross-validation, epsilon parameter=without2025.12 | 88.1 | |
| GATevaluation protocol=10-fold cross-validation2025.12 | 87.4 | |
| EGIN-C-ϵevaluation protocol=10-fold cross-validation, epsilon parameter=retained2025.12 | 87.4 | |
| EGCNevaluation protocol=10-fold cross-validation2025.12 | 86.4 | |
| EGIN-C-ϵevaluation protocol=10-fold cross-validation, epsilon parameter=retained2025.12 | 84.6 | |
| EGIN-E-ϵevaluation protocol=10-fold cross-validation, epsilon parameter=retained2025.12 | 84.4 | |
| EGIN-Cevaluation protocol=10-fold cross-validation, epsilon parameter=without2025.12 | 84.2 | |
| EGIN-Eevaluation protocol=10-fold cross-validation, epsilon parameter=without2025.12 | 84.2 | |
| EGIN-ϵevaluation protocol=10-fold cross-validation, epsilon parameter=retained2025.12 | 83.9 | |
| DGCNNevaluation protocol=10-fold cross-validation2025.12 | 83.7 | |
| EGINevaluation protocol=10-fold cross-validation, epsilon parameter=without2025.12 | 83.2 | |
| GINevaluation protocol=10-fold cross-validation2025.12 | 82.8 | |
| EGCNevaluation protocol=10-fold cross-validation2025.12 | 82.5 | |
| GATevaluation protocol=10-fold cross-validation2025.12 | 82.3 | |
| GINevaluation protocol=10-fold cross-validation2025.12 | 81.7 | |
| DGCNNevaluation protocol=10-fold cross-validation2025.12 | 74.5 |