Binding Affinity Prediction on PDBBind core set 2016 (test)
0.83RTransformer-M
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| Transformer-M2022.10 | 0.83 | 0.94 | 1.232 | 1.207 | |
| SIGN2022.10 | 0.797 | 1.027 | 1.316 | 1.312 | |
| RF-Score2022.10 | 0.789 | 1.161 | 1.446 | 1.335 | |
| OnionNet2022.10 | 0.768 | 1.078 | 1.407 | 1.391 | |
| CMPNN2022.10 | 0.765 | 1.117 | 1.408 | 1.399 | |
| DimeNet2022.10 | 0.752 | 1.138 | 1.453 | 1.434 | |
| MAT2022.10 | 0.747 | 1.154 | 1.457 | 1.445 | |
| GNN-DTI2022.10 | 0.736 | 1.192 | 1.492 | 1.471 | |
| DMPNN2022.10 | 0.729 | 1.188 | 1.493 | 1.489 | |
| SVR2022.10 | 0.727 | 1.264 | 1.555 | 1.493 | |
| GraphDTA_GAT-GCN2022.10 | 0.697 | 1.191 | 1.562 | 1.558 | |
| Pafnucy2022.10 | 0.695 | 1.284 | 1.585 | 1.563 | |
| SGCN2022.10 | 0.686 | 1.25 | 1.583 | 1.582 | |
| LR2022.10 | 0.671 | 1.358 | 1.675 | 1.612 | |
| GraphDTA_GIN2022.10 | 0.667 | 1.261 | 1.64 | 1.621 | |
| GraphDTA_GCN2022.10 | 0.613 | 1.343 | 1.735 | 1.719 | |
| GraphDTA_GAT2022.10 | 0.601 | 1.354 | 1.765 | 1.74 |