Virtual Staining on BCI All
0.47SSIMVariance-Penalized GAN
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| Variance-Penalized GAN2025.06 | 0.47 | 22.16 | 346.37 | — | |
| pix2pix2025.06 | 0.44 | 20.74 | 472.6 | — | |
| pyramid pix2pix2025.06 | 0.43 | 21.15 | 516.75 | — | |
| USI-GAN2026.01 | 0.3859 | 17.759 | 73.59 | 22.9 | |
| TA-GAN2026.01 | 0.3807 | 16.567 | 40.55 | 5.6 | |
| CycleGAN2026.01 | 0.3676 | 17.367 | 57.05 | 19.5 | |
| PSPStain2026.01 | 0.3542 | 18.478 | 90.58 | 31.9 | |
| TDKStain2026.01 | 0.3484 | 19.853 | 70.45 | 26.2 | |
| Pix2Pix2026.01 | 0.3459 | 18.825 | 113.36 | 32.3 | |
| CUT2026.01 | 0.3355 | 14.778 | 67.86 | 19.4 | |
| PyramidP2P2026.01 | 0.3049 | 18.113 | 131.83 | 75.9 | |
| ASP2026.01 | 0.2911 | 16.859 | 54.31 | 13.1 | |
| DDIB2026.01 | 0.2759 | 12.28 | 96.36 | 39.9 |