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 |