Table 1 Comparison of performance of DeepSelectNet against other methods in related works
From: DeepSelectNet: deep neural network based selective sequencing for oxford nanopore sequencing
Dataset | Accuracy (%) | Inference Time (milliseconds) | ||||
|---|---|---|---|---|---|---|
DeepSelect Net | Squiggle Net | Guppy_fast+ Minimap2 | DeepSelect Net | Squiggle Net | Guppy_fast+ Minimap2 | |
Covid & Zymo | 91.28 | 79.69 | 90.95 | 1.75 | 1.33 | 0.38 |
Covid & Chlamy | 98.65 | 96.82 | 86.79 | 3.00 | 3.55 | 0.20 |
Covid & Yeast | 90.90 | 79.83 | 77.83 | 1.98 | 4.03 | 0.28 |
Zymo & Chlamy | 97.31 | 94.81 | 91.46 | 3.18 | 3.85 | 0.37 |
Yeast & Chlamy | 96.93 | 92.69 | 78.49 | 3.45 | 3.95 | 0.45 |