RIM-ONE
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Optic Disc Segmentation | RIM-ONE r3 | Dice Score96.8 | 30 | |
| OC/OD segmentation | RIM-ONE r3 Domain D (unseen) | Dice Score84.69 | 24 | |
| Optic Cup Segmentation | RIM-ONE r3 | Dice Coefficient85.6 | 20 | |
| Classification | RIM-ONE | AUC97.05 | 18 | |
| Semantic Segmentation | RIM-One target domain | Dice (Disc)95.9 | 12 | |
| Optic Cup Segmentation | RIM-ONE-r3 (test) | Dice Score88.01 | 11 | |
| Optic Disc Segmentation | RIM-ONE-r3 (test) | Dice Score97.15 | 11 | |
| Optic Disc Segmentation | RIM-ONE-r3 GoDARTS (external verification) | DSC (%)91 | 10 | |
| Optic Disc Segmentation | RIM-ONE r3 (external val) | DSC89.61 | 10 | |
| Optic disc and cup segmentation | RIM-ONE r3 (target domain) | Dice (Disc)96.8 | 9 | |
| Optic Disc and Cup Segmentation | RIM-ONE Zero-Shot 64 samples | Dice (Cup)80.64 | 8 | |
| Optic Disc Segmentation | RIM-ONE R1 (test) | Agreement Score (Expert 1)0.178 | 6 | |
| Optic disc and cup segmentation | RIM-ONE r3 (test) | Dice Score80.89 | 3 | |
| Optic Cup Segmentation | RIM-One (test) | Dice Score0.796 | 3 |
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