Glomeruli segmentation on KidneyArtPathology 200 randomly selected CD68 stain samples
89.1F1 ScoreDSA-CycleGAN
Evaluation results
| Method | Links | |
|---|---|---|
| DSA-CycleGAN2026.04 | 89.1 | |
| CycleGAN w/Gaussian-noise2026.04 | 88.6 | |
| CycleGAN w/Self-supervision2026.04 | 87.9 | |
| CycleGAN (Baseline)2026.04 | 87.7 | |
| CycleGAN w/Extra-channels2026.04 | 77.8 |