Table 2 Comparison between our method and three junior radiologists.
From: Neural architecture search for pneumonia diagnosis from chest X-rays
| Â | Accuracy (%) |
|---|---|
VGG1951 | 89.7 |
InceptionV352 | 90.4 |
DenseNet12152 | 91.1 |
AlexNet52 | 89.2 |
VGG1651 | 90.5 |
Xception51 | 89.6 |
GoogLeNet52 | 88.4 |
LeNet553 | 82.0 |
Kermany et al.10 | 91.0 |
Stephen et al.30 | 90.9 |
Siddiqi31 | 91.3 |
Liang et al.27 | 88.7 |
Meta Pseudo Label39 | 89.1 |
Liu et al.40 | 90.4 |
Kundu et al.54 | 91.2 |
Cha et al.55 | 90.7 |
DARTS7 | 88.5 |
LBT-DARTS (ours) | 91.8 |
PC-DARTS8 | 89.2 |
LBT-PC-DARTS (ours) | 94.2 |
Radiologist 1 | 94.5 |
Radiologist 2 | 94.7 |
Radiologist 3 | 94.4 |
