rewire.it
Paper-reported evidence

AK-Score: Accurate Protein-Ligand Binding Affinity Prediction Using an Ensemble of 3D-Convolutional Neural Networks

2020 · Peer-reviewed · version of record

Paper-reported results. The values below come from this source, not an independent rewire.it run.

Open primary paper →DOI: 10.3390/ijms21228424

Primary full text verified using Europe PMC XML; venue: International Journal of Molecular Sciences; PMC ID: PMC7697539.

2 verified numerical rows · source checked 2026-09-15

Paper-reportedAuthor's model

AK-score-ensemble (ensemble; learning rate 0.0007)

Protein–ligand binding affinity scoring

Reported score
0.812
Metric
Pearson R
Dataset / split
CASF-2016

CASF-2016 scoring-power evaluation.

Table 2, AK-score-ensemble / learning rate 0.0007 row, Scoring Pearson (R) columnVerify at source →
Paper-reportedAuthor's model

AK-score-single (single; learning rate 0.0007)

Protein–ligand binding affinity scoring

Reported score
0.759
Metric
Pearson R
Dataset / split
CASF-2016

CASF-2016 scoring-power evaluation.

Table 2, AK-score-single / learning rate 0.0007 row, Scoring Pearson (R) columnVerify at source →