Virtual Staining on IHC4BC HER2 1.0 (test)
0.1619SSIMPix2Pix
Evaluation Results
| Method | Links | |||||||
|---|---|---|---|---|---|---|---|---|
| Pix2PixBatch Size=12025.07 | 0.1619 | 12.5642 | 46.8 | -9.711 | 173.59 | 0.4515 | 0.689 | |
| Pix2PixHDBatch Size=12025.07 | 0.1473 | 10.9458 | 38.46 | -10.4474 | 148.99 | 0.3667 | 0.6052 | |
| Pix2PixHDBatch Size=Same as USI-GAN2025.07 | 0.143 | 11.2992 | 42.34 | -5.9182 | 108.6 | 0.3754 | 0.5946 | |
| CycleGANBatch Size=Same as USI-GAN2025.07 | 0.128 | 10.9497 | 59.13 | -9.5066 | 53.6 | 0.2452 | 0.4687 | |
| CycleGANBatch Size=12025.07 | 0.1269 | 10.8503 | 61.8 | -7.5383 | 49.8 | 0.2629 | 0.4716 | |
| USI-GANBatch Size=Same as USI-GAN2025.07 | 0.1267 | 11.1342 | 81.98 | -7.3421 | 48.54 | 0.2345 | 0.4611 | |
| Pix2PixBatch Size=Same as USI-GAN2025.07 | 0.1248 | 11.37 | 47.68 | -7.1422 | 93.7 | 0.2855 | 0.5242 | |
| EnCoBatch Size=12025.07 | 0.119 | 10.7763 | 65.19 | -4.9355 | 59.6 | 0.2689 | 0.5556 | |
| EnCoBatch Size=Same as USI-GAN2025.07 | 0.1173 | 10.4794 | 63.76 | -6.299 | 71.14 | 0.277 | 0.554 |