TABLE VII.
Mean ± std. over four runs of mean squared error in binding affinity prediction of targets in BindingDB, lower is better.
| (μ ± σ) | P00918 | P14416 |
|---|---|---|
|
| ||
| LEGS-FCN | 0.0318 ± 0.0009 | 0.0441 ± 0.0013 |
| LEGS-ATTN-FCN | 0.0332 ± 0.0016 | 0.0424 ± 0.0012 |
| LEGS-FIXED | 0.0597 ± 0.0017 | 0.0514 ± 0.0020 |
| MP-LEGS-FCN | 0.1991 ± 0.0014 | 0.1429 ± 0.0034 |
| GraphSAGE | 0.1083 ± 0.0074 | 0.1106 ± 0.0087 |
| GCN | 0.1072 ± 0.0053 | 0.0994 ± 0.0039 |
| GIN | 0.0615 ± 0.0022 | 0.0583 ± 0.0036 |
| Baseline | 0.1137 ± 0.0076 | 0.1201 ± 0.0068 |