Table 1.
DeBreak | Sniffles | pbsv | cuteSV | |||||||||
---|---|---|---|---|---|---|---|---|---|---|---|---|
Type | Rec | Pre | F1 | Rec | Pre | F1 | Rec | Pre | F1 | Rec | Pre | F1 |
PacBio | ||||||||||||
DEL | 99.59 | 99.50 | 99.54 | 95.50 | 99.83 | 97.62 | 97.21 | 99.58 | 98.38 | 96.94 | 99.82 | 98.36 |
INS | 98.51 | 99.65 | 99.08 | 92.35 | 99.52 | 95.80 | 95.38 | 96.22 | 95.80 | 94.58 | 94.71 | 94.64 |
DUP | 98.27 | 97.04 | 97.65 | 90.80 | 98.63 | 94.55 | 44.53 | 97.11 | 60.97 | 44.13 | 99.03 | 61.05 |
INV | 99.10 | 99.40 | 99.25 | 94.57 | 97.22 | 95.88 | 82.67 | 99.92 | 90.47 | 96.53 | 50.00 | 65.88 |
TRA | 99.17 | 99.67 | 99.41 | 97.67 | 95.60 | 96.62 | 97.67 | 25.04 | 39.86 | 99.00 | 50.30 | 66.70 |
Total | 99.02 | 99.45 | 99.23 | 93.85 | 99.47 | 96.58 | 93.36 | 95.34 | 94.34 | 93.50 | 92.39 | 92.94 |
Nanopore | ||||||||||||
DEL | 98.08 | 98.82 | 98.45 | 94.83 | 98.72 | 96.74 | 98.65 | 98.55 | 98.60 | 97.87 | 98.27 | 98.07 |
INS | 98.17 | 99.68 | 98.92 | 92.70 | 99.73 | 96.09 | 97.05 | 95.92 | 96.48 | 96.04 | 94.01 | 95.01 |
DUP | 97.00 | 93.60 | 95.27 | 91.97 | 98.37 | 95.06 | 46.03 | 87.37 | 60.23 | 39.67 | 99.50 | 56.72 |
INV | 91.63 | 98.71 | 95.04 | 93.67 | 95.18 | 94.41 | 88.20 | 99.96 | 93.71 | 97.37 | 50.00 | 66.07 |
TRA | 92.83 | 99.83 | 96.17 | 97.17 | 91.38 | 94.18 | 97.83 | 25.26 | 40.15 | 99.17 | 50.17 | 66.63 |
Total | 97.73 | 98.96 | 98.35 | 93.71 | 98.91 | 96.24 | 95.08 | 94.60 | 94.84 | 94.41 | 91.46 | 92.91 |
The unit for recall, precision, and F1 score is %. The highest recall, precision, and F1 score among four tested SV callers are marked in bold.
Rec Recall, Pre Precision, F1 F1 score.