Skip to main content
. Author manuscript; available in PMC: 2025 Aug 21.
Published in final edited form as: IEEE Trans Signal Process. 2024 Mar 18;72:2939–2952. doi: 10.1109/tsp.2024.3378001

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