IEDB Analysis Resource

MHCI Weekly Benchmark results


Overall scores

Overall scores based on data sets submitted to the IED for the last at least 2 references. 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.

Server Overall SRCC AUC
ANN 3.4 50 52 48
ANN 4.0 88 90 86
ARB 30 21 38
IEDB Consensus 67 62 71
NetMHCcons 50 36 64
NetMHCpan 2.8 50 50 50
NetMHCpan 3.0 64 64 64
NetMHCpan 4.0 BA 81 81 81
NetMHCpan 4.0 EL 30 21 38
NetMHCpan 4.1 BA - - -
NetMHCpan 4.1 EL - - -
PickPocket 39 43 36
SMM 51 48 55
SMMPMBEC 42 38 45
mhcflurry 1.2.0 62 62 62

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

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


IEDB
Reference		 Allele Peptide
Length		 Peptide
Count		 Positive
Count		 Measurement
type		 ANN 3.4 ANN 4.0 ARB IEDB Consensus NetMHCcons NetMHCpan 2.8 NetMHCpan 3.0 NetMHCpan 4.0 BA NetMHCpan 4.0 EL NetMHCpan 4.1 BA NetMHCpan 4.1 EL 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 SRCC AUC
 1033576   HLA-A*02:01   9   191   13   binary   0.121   0.638   0.147   0.668   0.063   0.573   0.129   0.677   0.109   0.652   0.112   0.628   0.116   0.633   0.113   0.630   0.002   0.505   -   -   -   -   0.125   0.670   0.112   0.632   0.110   0.626   0.123   0.641 
 1031072   HLA-A*02:01   9   28   23   ic50   0.841   0.983   0.887   1.000   0.847   1.000   0.827   0.991   0.837   0.991   0.802   0.983   0.852   0.991   0.875   1.000   0.739   0.974   -   -   -   -   0.799   0.974   0.862   0.991   0.861   0.991   0.888   1.000 
 1031072   HLA-A*02:01   10   16   13   ic50   0.756   0.872   0.841   0.923   0.609   0.692   0.787   0.872   0.771   0.872   0.850   0.949   0.835   0.923   0.879   0.949   0.774   0.949   -   -   -   -   0.712   0.821   0.718   0.872   0.709   0.872   0.691   0.821