FIVES
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Vessel segmentation | FIVES | Dice Score90.1 | 22 | |
| Retinal Fundus Image Classification | FIVES | AUC94.98 | 18 | |
| 2D Medical Image Segmentation | FIVES | ASD5.55 | 14 | |
| Attribution Analysis | FIVES | SEG-GRAD0.0005 | 13 | |
| Medical Image Segmentation | FIVES 14 (10%) | DICE84.42 | 9 | |
| Medical Image Segmentation | FIVES 14 (5%) | DICE82.85 | 9 | |
| Classification | FIVES CFP Modality | AUC72.9 | 8 | |
| Binary Segmentation | FIVES (final block) | Dice91.01 | 8 | |
| Image Classification | FIVES | Accuracy73.1 | 6 | |
| Retinal disease classification | FIVES (test) | AUROC92.8 | 4 | |
| Multi-disease classification | FIVES | AUROC93.6 | 4 |
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