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Table 3 Indel results for HG003 WGS, PacBio

From: HELLO: improved neural network architectures and methodologies for small variant calling

 

GATK

DeepVariant

HELLO

Precision

Recall

Errors

Precision

Recall

Errors

Precision

Recall

Errors

15x

0.860057

0.858831

144,331

0.949591

0.947211

52,916

0.969548

0.962226

34,847

30x

0.891429

0.889284

112,742

0.980414

0.982694

19,026

0.990916

0.990159

9720

60x

0.897505

0.899685

104,621

0.991986

0.992145

8172

0.996676

0.996115

3702

  1. Values in bold indicate the best operating point for each tool for the corresponding metric