Table 7 The AURPC values of all compared methods using the KLH micrographs dataset [26]
From: DeepCryoPicker: fully automated deep neural network for single protein particle picking in cryo-EM
Model | Class | Accuracy (%) | Precision | Recall | F1 score |
|---|---|---|---|---|---|
DeepEM | Top-view class | 89.04 | 0.88 | 0.89 | 0.88 |
Side-view class | 89.04 | 0.9 | 0.89 | 0.9 | |
Average | 89.04 | 89.00% | 89.00% | 89.00% | |
RELION | Top-view class | 93.98 | 0.94 | 0.93 | 0.93 |
Side-view class | 93.98 | 0.94 | 0.95 | 0.94 | |
Average | 93.98 | 94.00% | 94.00% | 93.50% | |
PIXER | Top-view class | 87.58 | 0.86 | 0.88 | 0.87 |
Side-view class | 87.58 | 0.89 | 0.87 | 0.87 | |
Average | 87.58 | 87.50% | 87.50% | 87.00% | |
DeepPicker | Top-view class | 87.71 | 0.87 | 0.86 | 0.87 |
Side-view class | 87.71 | 0.88 | 0.89 | 0.89 | |
Average | 87.71 | 87.50% | 87.50% | 88.00% | |
DeepCryoPicker | Top-view class | 94.99 | 0.95 | 0.94 | 0.95 |
Side-view class | 94.99 | 0.95 | 0.95 | 0.96 | |
Average | 94.99 | 95.00% | 94.50% | 95.50% |