Paper | Code | DSC | Dice Score | Intersection over Union | ModelName | ReleaseDate |
---|---|---|---|---|---|---|
Transfer Learning in Polyp and Endoscopic Tool Segmentation from Colonoscopy Images | ✓ Link | 0.948 | 0.948 | 0.911 | efficientnetb1 | 2021-11-16 |
Kvasir-Instrument: Diagnostic and therapeutic tool segmentation dataset in gastrointestinal endoscopy | ✓ Link | 0.9158 | UNet | 2020-10-23 | ||
DoubleU-Net: A Deep Convolutional Neural Network for Medical Image Segmentation | ✓ Link | 0.9038 | DoubleUNet | 2020-06-08 |