From: HELLO: improved neural network architectures and methodologies for small variant calling
 | DeepVariant | HELLO | ||||
---|---|---|---|---|---|---|
Precision | Recall | Errors | Precision | Recall | Errors | |
20 × 15x | 0.987302 | 0.988139 | 12,661 | 0.994011 | 0.993572 | 6381 |
20 × 30x | 0.989490 | 0.991368 | 9894 | 0.996103 | 0.995849 | 4137 |
20 × 60x | 0.989477 | 0.993166 | 9012 | 0.997052 | 0.996892 | 3114 |
30 × 15x | 0.993222 | 0.993308 | 6939 | 0.996341 | 0.995970 | 3951 |
30 × 30x | 0.993277 | 0.994482 | 6324 | 0.997269 | 0.997177 | 2856 |
30 × 60x | 0.992232 | 0.995110 | 6570 | 0.997664 | 0.997566 | 2453 |
40 × 15x | 0.995176 | 0.995084 | 5016 | 0.997139 | 0.996838 | 3095 |
40 × 30x | 0.995033 | 0.995756 | 4755 | 0.997790 | 0.997649 | 2345 |
40 × 60x | 0.993734 | 0.995974 | 5338 | 0.998024 | 0.997841 | 2125 |
50 × 15x | 0.996197 | 0.995881 | 4077 | 0.997726 | 0.997257 | 2576 |
50 × 30x | 0.995982 | 0.996470 | 3895 | 0.998047 | 0.997816 | 2126 |
50 × 60x | 0.994690 | 0.996468 | 4582 | 0.998192 | 0.998016 | 1949 |