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Table 4 The number of cyclic peptide molecules in different sets after the three data partitioning methods. It is worth noting that the numbers in parentheses for the permeability cliff setting indicate the number of known cliff data points

From: MultiCycPermea: accurate and interpretable prediction of cyclic peptide permeability using a multimodal image-sequence model

 

Training

Validation

Test

In-distribution setting

5619

730

743

Simulated out-of-distribution setting

5554

816

722

Permeability cliff setting

5650 (2282)

720 (284)

722 (290)