| Paper | Code | Mean IoU (test) | Mean IoU (val) | ModelName | ReleaseDate |
|---|---|---|---|---|---|
| Effective semantic segmentation in Cataract Surgery: What matters most? | ✓ Link | 71.94 | 79.4 | OCR-R50-Repeat Factor-Lovasz | 2021-08-13 |
| Effective semantic segmentation in Cataract Surgery: What matters most? | ✓ Link | 70.51 | 77.44 | DeepLabv3+-R50-Repeat Factor-Lovasz | 2021-08-13 |
| Effective semantic segmentation in Cataract Surgery: What matters most? | ✓ Link | 70.44 | 75.75 | UPN-R50-Repeat Factor-Lovasz | 2021-08-13 |
| CaDIS: Cataract Dataset for Image Segmentation | 66.76 | 74.20 | UPN | 2019-06-27 | |
| CaDIS: Cataract Dataset for Image Segmentation | 66.64 | 72.40 | HRNetv2 | 2019-06-27 | |
| CaDIS: Cataract Dataset for Image Segmentation | 63.23 | 68.60 | DeepLabv3+ | 2019-06-27 |