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Table 4 Benchmarking correlations between calculated and experimental binding energies using our model and 15 related methods on 100 protein-ligand complexes.

From: Four-body atomic potential for modeling protein-ligand binding affinity: application to enzyme-inhibitor binding energy prediction

Method

Type

Correlation coefficient (r)

Our model

Knowledge-based

0.66

ITScore

Iterative score

0.65

X-Score

Empirical

0.64

DFIRE

Knowledge-based

0.63

DrugScoreCSD

Knowledge-based

0.62

DrugScorePDB

Knowledge-based

0.60

Cerius2/PLP

Empirical

0.56

SYBYL/G-Score

Force-field-based

0.56

SYBYL/D-Score

Force-field-based

0.48

SYBYL/ChemScore

Empirical

0.47

Cerius2/PMF

Knowledge-based

0.40

DOCK/FF

Force field

0.40

Cerius2/LUDI

Empirical

0.36

Cerius2/Lig-Score

Force-field-based

0.35

SYBYL/F-Score

Empirical

0.30

AutoDock

Force-field-based

0.05