Graph Regression on ESOL 5-fold CV (val)
0.533Mean Val RMSEdmpnn_skip05
Evaluation Results
| Method | Links | |
|---|---|---|
| dmpnn_skip05Backbone=DMPNN, Step size=0.52026.03 | 0.533 | |
| SCORE_dmpnn_skip05Backbone=DMPNN, Step size=0.52026.03 | 0.542 | |
| SCORE_gat_skip05Backbone=GAT, Step size=0.52026.03 | 0.546 | |
| SCORE_gineBackbone=GINE2026.03 | 0.547 | |
| SCORE_mpnnBackbone=MPNN2026.03 | 0.555 | |
| gcn_skip05Backbone=GCN, Step size=0.52026.03 | 0.557 | |
| SCORE_dmpnnBackbone=DMPNN2026.03 | 0.558 | |
| SCORE_gcn_skip05Backbone=GCN, Step size=0.52026.03 | 0.559 | |
| SCORE_gatv2_skip05Backbone=GATv2, Step size=0.52026.03 | 0.559 | |
| gat_skip05Backbone=GAT, Step size=0.52026.03 | 0.561 | |
| SCORE_gine_skip05Backbone=GINE, Step size=0.52026.03 | 0.562 | |
| SCORE_gcnBackbone=GCN2026.03 | 0.562 | |
| SCORE_gatBackbone=GAT2026.03 | 0.564 |