RETOUCH
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Semantic Segmentation | RETOUCH Spectralis (test) | mIoU (3 Classes)22.45 | 22 | |
| Fluid Segmentation | RETOUCH Cirrus → Spectralis 2019 (test) | IRF68.6 | 13 | |
| Fluid Segmentation | RETOUCH Topcon → Spectralis | IRF DICE62.5 | 13 | |
| Lesion Segmentation | RETOUCH Topcon → Spectralis (test) | Intraretinal Fluid Score60.4 | 9 | |
| Lesion Segmentation | RETOUCH Cirrus → Spectralis (test) | IRF69.5 | 9 | |
| Fluid Segmentation | RETOUCH Topcon scanner | DSC (IRF)78.42 | 8 | |
| Fluid Segmentation | RETOUCH Spectralis scanner | DSC (IRF)76.55 | 8 | |
| Fluid Segmentation | RETOUCH Cirrus scanner | DSC (IRF)79.54 | 8 | |
| Anomaly Segmentation | RETOUCH (external) | Dice Score19.98 | 6 | |
| Retinal Fluid Segmentation | RETOUCH Cirrus non-public (test) | SRF (IoU/Score)72 | 3 | |
| Retinal Fluid Segmentation | RETOUCH Topcon non-public (test) | SRF80 | 3 |
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