2D Semantic Segmentation task 3 (25 classes) on CaDIS
Metric: Mean IoU (test) (higher is better)
Metric: Mean IoU (test) (higher is better)
| # | Model↕ | Mean IoU (test)▼ | Extra Data | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | OCR-R50-Repeat Factor-Lovasz | 71.94 | No | Effective semantic segmentation in Cataract Surg... | 2021-08-13 | Code |
| 2 | DeepLabv3+-R50-Repeat Factor-Lovasz | 70.51 | No | Effective semantic segmentation in Cataract Surg... | 2021-08-13 | Code |
| 3 | UPN-R50-Repeat Factor-Lovasz | 70.44 | No | Effective semantic segmentation in Cataract Surg... | 2021-08-13 | Code |
| 4 | UPN | 66.76 | No | CaDIS: Cataract Dataset for Image Segmentation | 2019-06-27 | - |
| 5 | HRNetv2 | 66.64 | No | CaDIS: Cataract Dataset for Image Segmentation | 2019-06-27 | - |
| 6 | DeepLabv3+ | 63.23 | No | CaDIS: Cataract Dataset for Image Segmentation | 2019-06-27 | - |