From: HELLO: improved neural network architectures and methodologies for small variant calling
 | DeepVariant | HELLO | ||||
---|---|---|---|---|---|---|
Precision | Recall | Errors | Precision | Recall | Errors | |
20 × 15x | 0.986837 | 0.984444 | 401 | 0.991683 | 0.989605 | 261 |
20 × 30x | 0.988237 | 0.989823 | 308 | 0.995143 | 0.993676 | 156 |
20 × 60x | 0.989732 | 0.991568 | 263 | 0.997114 | 0.995929 | 97 |
30 × 15x | 0.992761 | 0.991059 | 226 | 0.996052 | 0.993458 | 146 |
30 × 30x | 0.992854 | 0.993458 | 192 | 0.996902 | 0.995639 | 104 |
30 × 60x | 0.992244 | 0.993821 | 196 | 0.997958 | 0.996802 | 73 |
40 × 15x | 0.995501 | 0.993312 | 156 | 0.996622 | 0.995202 | 114 |
40 × 30x | 0.994741 | 0.994839 | 146 | 0.997608 | 0.996874 | 77 |
40 × 60x | 0.992944 | 0.994839 | 172 | 0.997258 | 0.997165 | 78 |
50 × 15x | 0.995572 | 0.993967 | 146 | 0.997323 | 0.995202 | 104 |
50 × 30x | 0.995649 | 0.995348 | 126 | 0.997257 | 0.996656 | 85 |
50 × 60x | 0.993425 | 0.995348 | 158 | 0.997890 | 0.997383 | 66 |