Paper | Code | Dice | mIoU | Recall | precision | ModelName | ReleaseDate |
---|---|---|---|---|---|---|---|
A Comprehensive Study on Colorectal Polyp Segmentation with ResUNet++, Conditional Random Field and Test-Time Augmentation | ✓ Link | 0.8125 | 0.8467 | 0.6896 | 0.6421 | ResUNet++ + TTA | 2021-07-26 |
A Comprehensive Study on Colorectal Polyp Segmentation with ResUNet++, Conditional Random Field and Test-Time Augmentation | ✓ Link | 0.8130 | 0.8477 | 0.6875 | 0.6276 | ResUNet++ + TTA + CRF | 2021-07-26 |
ResUNet++: An Advanced Architecture for Medical Image Segmentation | ✓ Link | 0.8798 | 0.8730 | 0.7749 | 0.6702 | ResUNet++ | 2019-11-16 |
A Comprehensive Study on Colorectal Polyp Segmentation with ResUNet++, Conditional Random Field and Test-Time Augmentation | ✓ Link | 0.8811 | 0.8739 | 0.7743 | 0.6706 | ResUNet++ + CRF | 2021-07-26 |
Meta-Polyp: a baseline for efficient Polyp segmentation | ✓ Link | 0.926 | 0.862 | Meta-Polyp | 2023-05-13 |