Histopathological Tissue Segmentation of Lung Cancer with Bilinear CNN and Soft Attention

Figure 4

Convergence analysis of models. Implementation and training details of all models are consistent with Section 2.3. (a) Loss on lung cancer dataset. (b) Loss on colorectal cancer dataset. (1) EfficientNet, (2) DeepTissue Net, (3) VGG19, (4) ResNet50, and (5) ResNet50 model with bilinear pooling module and attention module.

(a)

(b)