Table 1 Ratios of the efficiencies obtained with samples using alternative MC generators, relative to those in the nominal Powhegbox + Pythia sample used during training of the algorithm

From: Transforming jet flavour tagging at ATLAS

  

70% OP

85% OP

  

DL1d

GN2

DL1d

GN2

Powhegbox + Herwig

b-jets

0.984

0.984

0.989

0.990

 

c-jets

0.951

0.904

0.977

0.983

 

light-jets

1.003

1.000

1.015

1.011

Sherpa

b-jets

0.996

0.995

0.992

0.992

 

c -jets

0.923

0.938

0.947

0.931

 

light-jets

1.039

1.013

1.077

1.042

  1. Statistical uncertainties from evaluating the same algorithm on different samples are negligible and thus not shown.
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