Paper | Code | Dice score | ModelName | ReleaseDate |
---|---|---|---|---|
DTP-Net: A convolutional neural network model to predict threshold for localizing the lesions on dermatological macro-images | ✓ Link | 0.884 ±0.100 | DTP-Net | 2022-07-12 |
Skin Lesion Segmentation Using Atrous Convolution via DeepLab v3 | 0.883 ±0.108 | DeepLabV3+ | 2018-07-24 | |
Fully Connected Deep Structured Networks | 0.870 ±0.063 | FCN-8s | 2015-03-09 | |
SegNet: A Deep Convolutional Encoder-Decoder Architecture for Image Segmentation | ✓ Link | 0.854 ±0.088 | SegNet | 2015-11-02 |
U-Net: Convolutional Networks for Biomedical Image Segmentation | ✓ Link | 0.836 ±0.132 | U-Net | 2015-05-18 |