IEDB Analysis Resource

MHCI Weekly Benchmark results


Overall scores

Overall scores based on data sets submitted to the IEDB within a single week. The overall scores in the SRCC and AUC columns are calculated using performance values for only SRCC or AUC respectively. In the overall column, both evaluation types are used.

Datasets displayed in gray showed poor performance across all of the available predictors and are excluded from the overall ranking, pending further analysis.


Server Overall SRCC AUC
ANN 3.4 88 86 91
ANN 4.0 52 50 54
ARB 85 81 89
DeepSeqPa - - -
IEDB Consensus 78 78 78
NetMHCcons 59 56 62
NetMHCpan 2.8 21 19 22
NetMHCpan 3.0 68 66 69
NetMHCpan 4.0 45 44 47
NetMHCpan 4.1 53 53 53
PickPocket 61 58 64
SMM 57 52 61
SMMPMBEC 69 63 75
mhcflurry 1.2.0 52 50 55

Data set specific results

Detailed information for the evaluated data sets used in the calculation of the overall scores in the table above. Predictions from each participating server for the data sets listed below may be downloaded here.

IEDB
Reference		 Allele Peptide
Length		 Peptide
Count		 Positive
Count		 Measurement
type		 ANN 3.4 ANN 4.0 ARB DeepSeqPa IEDB Consensus NetMHCcons NetMHCpan 2.8 NetMHCpan 3.0 NetMHCpan 4.0 NetMHCpan 4.1 PickPocket SMM SMMPMBEC mhcflurry 1.2.0
SRCC AUC SRCC AUC SRCC AUC SRCC AUC SRCC AUC SRCC AUC SRCC AUC SRCC AUC SRCC AUC SRCC AUC SRCC AUC SRCC AUC SRCC AUC SRCC AUC
 1032718   HLA-A*02:01   10   10   2   binary   0.522   0.875   -   -   0.696   1.000   -   -   0.524   0.875   0.435   0.812   0.348   0.750   0.522   0.875   0.522   0.875   0.435   0.812   0.522   0.875   0.522   0.875   0.522   0.875   0.522   0.875 
 1041542   HLA-A*02:01   9   34   26   binary   0.329   0.724   0.325   0.721   0.325   0.721   -   -   0.330   0.724   0.325   0.721   0.325   0.721   0.339   0.731   0.318   0.716   0.339   0.731   0.290   0.697   0.318   0.716   0.318   0.716   0.318   0.716 
 1041542   HLA-A*11:01   9   12   10   binary   0.650   1.000   0.518   0.900   0.648   1.000   -   -   0.584   0.950   0.648   1.000   0.389   0.800   0.453   0.850   0.453   0.850   0.518   0.900   0.649   1.000   0.583   0.950   0.648   1.000   0.518   0.900