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. 2023 Feb 25;40(1):70–78. [Article in Chinese] doi: 10.7507/1001-5515.202211003

表 2. Performance comparison of different Backbone Networks.

不同主干网络的性能比较

网络 micro-F1 macro-F1 单张WSI平均预测时间t/s
注：加粗字体表示最优值，下划线表示次优值
ResNet101 0.914 0.908 659.354
ResNext101 0.930 0.924 692.258
DenseNet121 0.934 0.925 550.143
RegNetY-3.2GF 0.941 0.921 665.094
EfficientNet-b0 0.936 0.927 538.389