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Table 3 Summary of the performance of the methods in the DUD dataset.

From: Application of 3D Zernike descriptors to shape-based ligand similarity searching

  EF 5% BEDROC (α = 32.2) AUCROC
3DZD (order 12, Correlation coeff.) 2.90 0.14 0.59
USR (order = 16, Correlation coeff.) 2.99 0.12 0.62
MACCS 4.22 0.23 0.52
Atom Count 1.37 0.07 0.34
  1. The average value of the methods are shown.