GAMMA
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Medical Image Segmentation | GAMMA relabeled | Vessel IoU88.6 | 9 | |
| Optic Disc segmentation | Gamma | DSC97.4 | 9 | |
| Optic Cup Segmentation | Gamma | DSC91.4 | 9 | |
| Multimodal eye disease classification | GAMMA Gaussian noise σ=0.3 on OCT (test) | Accuracy83 | 7 | |
| Multimodal eye disease classification | GAMMA Gaussian noise σ=0.1 on Fundus (test) | Accuracy66.6 | 7 | |
| Multimodal eye disease classification | GAMMA Original (test) | Accuracy85 | 7 | |
| Staging & Diagnosis | GAMMA n=20 (test) | BAcc60 | 6 |
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