Stain Translation on MIST HER2 (test)
0.2078SSIMPyramidP2P
Evaluation results
| Method | Links | ||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| PyramidP2P2023.03 | 0.2078 | 0.4787 | 0.4524 | 0.3313 | 0.8423 | 0.5262 | 104 | 61.8 | — | — | — | — | |
| Adaptive Supervised PatchNCEloss_weighting=lambda linear2023.03 | 0.2004 | 0.4534 | 0.415 | 0.2665 | 0.8174 | 0.4881 | 51.4 | 12.4 | — | — | — | — | |
| ASP2024.07 | 0.2004 | — | — | — | — | — | — | — | -0.1303 | -5.7422 | 0.0659 | 14.1841 | |
| PyramidP2P2024.07 | 0.1995 | — | — | — | — | — | — | — | -0.0446 | -4.5285 | 0.6894 | 14.9122 | |
| CycleGAN2023.03 | 0.1914 | 0.5633 | 0.6346 | 0.4695 | 0.8871 | 0.6386 | 240.3 | 311.1 | — | — | — | — | |
| PSPStain2024.07 | 0.1876 | — | — | — | — | — | — | — | -0.0834 | -2.5491 | 0.8303 | 14.1948 | |
| CUTloss=L_GP2023.03 | 0.181 | 0.5321 | 0.4826 | 0.306 | 0.8323 | 0.5383 | 66.8 | 19 | — | — | — | — | |
| CUT2024.07 | 0.168 | — | — | — | — | — | — | — | -0.083 | -2.9478 | 0.7164 | 13.8998 | |
| Pix2Pix2024.07 | 0.1676 | — | — | — | — | — | — | — | -0.0414 | -2.5782 | 0.2986 | 12.984 | |
| Pix2Pix2023.03 | 0.1559 | 0.5516 | 0.507 | 0.3253 | 0.8511 | 0.5588 | 137.3 | 82.9 | — | — | — | — |