TABLE 1.
Bethesda classification | Number of cases | YOLOv4 datasets | ResNeSt datasets | ||||||
---|---|---|---|---|---|---|---|---|---|
Training datasets | Post data augmentation | Validation datasets | Test datasets | Training datasets | Post data augmentation | Validation datasets | Test datasets | ||
NILM | 26 | 0 | 0 | 0 | 100 | 118 | 4248 | 30 | 26 |
ASC‐US | 35 | 104 | 3744 | 22 | 22 | 121 | 4356 | 32 | 26 |
LSIL | 33 | 123 | 4428 | 26 | 26 | 114 | 4104 | 29 | 25 |
ASC‐H | 29 | 138 | 4968 | 29 | 29 | 131 | 4716 | 34 | 28 |
HSIL | 24 | 119 | 4284 | 26 | 26 | 201 | 7236 | 51 | 44 |
SCC | 14 | 91 | 3276 | 19 | 19 | 267 | 9612 | 68 | 58 |