Skip to main content

Table 4 Allele-wise results on (HPV16), see also Table 3 for mean and overall scores

From: USMPep: universal sequence models for major histocompatibility complex binding affinity prediction

Allele

HLAA1

HLAA11

HLAA2

HLAA24

HLAA3

HLAB15

HLAB7

USMPep_FS_ens

0.793

0.885

0.830

0.807

0.768

0.803

0.884

USMPep_FS_sng

0.785

0.883

0.822

0.798

0.764

0.799

0.883

USMPep_LM_ens

0.848

0.880

0.809

0.821

0.766

0.824

0.871

USMPep_LM_sng

0.813

0.869

0.805

0.802

0.755

0.805

0.854

MHCFlurry

0.816

0.850

0.833

0.755

0.793

0.797

0.867

NetMHC 3.4

0.841

0.867

0.793

0.765

0.840

0.825

0.884

NetMHC 4.0

0.823

0.855

0.792

0.730

0.779

0.825

0.801

NetMHCpan 2.8

0.756

0.863

0.787

0.778

0.794

0.857

0.880

NetMHCpan 3.0

0.841

0.848

0.781

0.739

0.778

0.876

0.825

NetMHCpan 4.0

0.839

0.854

0.805

0.742

0.784

0.891

0.836

SMM

0.476

0.828

0.730

0.643

0.788

0.704

0.646

SMMPMBEC

0.593

0.846

0.777

0.639

0.799

0.716

0.670

Pickpocket 1.1

0.744

0.773

0.757

0.709

0.731

0.808

0.802

consensus

0.570

0.870

0.772

0.687

0.767

0.832

0.756

IEDB recommended

0.566

0.877

0.769

0.702

0.772

0.852

0.755

NetMHCcons 1.1

0.807

0.872

0.797

0.777

0.819

0.847

0.889