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SotA/Computer Vision/2D Semantic Segmentation task 3 (25 classes)/CaDIS

2D Semantic Segmentation task 3 (25 classes) on CaDIS

Metric: Mean IoU (val) (higher is better)

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#Model↕Mean IoU (val)▼Extra DataPaperDate↕Code
1OCR-R50-Repeat Factor-Lovasz79.4NoEffective semantic segmentation in Cataract Surg...2021-08-13Code
2DeepLabv3+-R50-Repeat Factor-Lovasz77.44NoEffective semantic segmentation in Cataract Surg...2021-08-13Code
3UPN-R50-Repeat Factor-Lovasz75.75NoEffective semantic segmentation in Cataract Surg...2021-08-13Code
4UPN74.2NoCaDIS: Cataract Dataset for Image Segmentation2019-06-27-
5HRNetv272.4NoCaDIS: Cataract Dataset for Image Segmentation2019-06-27-
6DeepLabv3+68.6NoCaDIS: Cataract Dataset for Image Segmentation2019-06-27-