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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%