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Table 2 Sensitivity/Specificity comparison with other variant detection methods

From: Variational inference for rare variant detection in deep, heterogeneous next-generation sequencing data

NRAF

Median

SAMtools

GATK

CRISP

VarScan2

VarScan2

Strelka

SNVer

MuTect

RVD2

RVD2

 

depth

   

mpileup

somatic

   

MCMC

Variational

0.1%

39

0.00/1.00

0.00/1.00

0.00/1.00

0.00/1.00

0.00/1.00

0.00/1.00

0.00/1.00

0.00/0.99

0.00/1.00

0.00/1.00

 

408

0.00/1.00

0.00/1.00

0.00/1.00

0.00/1.00

0.07/0.92

0.00/1.00

0.00/1.00

0.29/0.91

0.00/1.00

0.07/1.00

 

4129

0.00/1.00

0.00/1.00

0.00/1.00

0.00/1.00

0.57/0.52

0.00/1.00

0.00/1.00

0.64/0.86

0.14/1.00

0.29/1.00

 

41449

0.00/1.00

0.00/1.00

0.00/1.00

0.00/1.00

0.64/0.79

0.00/1.00

0.00/1.00

0.14/0.93

0.86/0.97

1.00/1.00

0.3%

36

0.00/1.00

0.00/1.00

0.00/1.00

0.00/1.00

0.00/1.00

0.00/1.00

0.00/1.00

0.43/1.00

0.00/1.00

0.00/1.00

 

410

0.00/1.00

0.00/1.00

0.00/1.00

0.00/1.00

0.21/0.95

0.00/1.00

0.00/1.00

0.50/0.94

0.00/1.00

0.00/1.00

 

4156

0.00/1.00

0.00/1.00

0.00/1.00

0.00/1.00

0.57/0.53

0.00/1.00

0.21/0.99

0.36/0.91

1.00/0.99

1.00/0.98

 

41472

0.00/1.00

0.00/1.00

0.00/1.00

0.00/1.00

0.64/0.75

0.00/1.00

0.86/0.97

0.43/0.90

1.00/0.85

0.93/0.91

1.0%

53

0.00/1.00

0.00/1.00

0.00/1.00

0.00/1.00

0.00/0.99

0.00/1.00

0.00/1.00

0.29/0.98

0.00/1.00

0.00/1.00

 

535

0.00/1.00

0.00/1.00

0.00/1.00

0.00/1.00

0.43/0.89

0.00/1.00

0.29/1.00

0.71/0.91

0.21/1.00

0.29/1.00

 

5584

0.00/1.00

0.00/1.00

0.00/1.00

0.00/1.00

0.57/0.47

0.00/1.00

1.00/0.99

0.64/0.95

1.00/0.98

1.00/0.98

 

55489

0.00/1.00

0.00/1.00

0.00/1.00

0.00/1.00

0.64/0.69

0.00/1.00

1.00/0.97

0.86/0.90

1.00/0.87

0.93/0.95

10.0%

22

0.21/1.00

0.43/1.00

0.86/1.00

0.00/1.00

0.36/1.00

0.29/1.00

0.93/1.00

0.86/0.99

0.00/1.00

0.57/1.00

 

260

0.00/1.00

0.57/1.00

1.00/1.00

0.00/1.00

0.86/1.00

1.00/1.00

1.00/1.00

1.00/0.99

1.00/1.00

1.00/1.00

 

2718

0.00/1.00

0.79/1.00

0.07/1.00

0.00/1.00

0.57/0.78

1.00/1.00

1.00/0.99

1.00/0.98

1.00/1.00

1.00/1.00

 

26959

0.00/1.00

0.57/1.00

0.00/1.00

0.00/1.00

0.64/0.53

1.00/0.99

1.00/0.98

1.00/0.98

1.00/1.00

1.00/1.00

100.0%

27

1.00/0.99

1.00/1.00

1.00/1.00

1.00/1.00

1.00/1.00

1.00/1.00

1.00/0.99

1.00/0.98

1.00/1.00

1.00/1.00

 

298

1.00/0.99

1.00/1.00

1.00/1.00

1.00/1.00

1.00/0.99

1.00/0.99

1.00/0.98

1.00/0.98

1.00/1.00

1.00/1.00

 

3089

0.86/1.00

1.00/1.00

1.00/0.99

1.00/1.00

1.00/0.65

1.00/0.99

1.00/0.98

1.00/0.98

1.00/1.00

1.00/1.00

 

30590

0.71/1.00

1.00/1.00

1.00/1.00

1.00/1.00

1.00/0.39

1.00/1.00

1.00/0.98

1.00/0.99

1.00/1.00

1.00/1.00