Stain Translation on BCI HER2 challenge (test)
0.5032SSIMAdaptive Supervised PatchNCE
Evaluation results
| Method | Links | ||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Adaptive Supervised PatchNCEloss_weighting=lambda linear2023.03 | 0.5032 | 0.4308 | 0.367 | 0.2235 | 0.721 | 0.4356 | 65.1 | 9.9 | — | — | — | — | |
| PyramidP2P2023.03 | 0.5001 | 0.4531 | 0.3826 | 0.2618 | 0.7293 | 0.4567 | 113.6 | 79.4 | — | — | — | — | |
| ASP2024.07 | 0.4923 | — | — | — | — | — | — | — | -0.2438 | -2.9292 | -0.0406 | 17.8651 | |
| CUTloss=L_GP2023.03 | 0.4802 | 0.4263 | 0.3784 | 0.2364 | 0.7328 | 0.4435 | 65 | 10.9 | — | — | — | — | |
| PyramidP2P2024.07 | 0.4647 | — | — | — | — | — | — | — | -0.3105 | -2.9056 | 0.1018 | 19.9488 | |
| PSPStain2024.07 | 0.4498 | — | — | — | — | — | — | — | -0.18 | -0.7808 | 0.7553 | 18.622 | |
| CUT2024.07 | 0.4483 | — | — | — | — | — | — | — | -0.3528 | -2.9126 | 0.0276 | 18.1246 | |
| CycleGAN2023.03 | 0.4424 | 0.4264 | 0.3924 | 0.261 | 0.7262 | 0.4515 | 63.5 | 10.7 | — | — | — | — | |
| Pix2Pix2023.03 | 0.4372 | 0.5121 | 0.4531 | 0.2953 | 0.7484 | 0.5022 | 100 | 44.6 | — | — | — | — | |
| Pix2Pix2024.07 | 0.4263 | — | — | — | — | — | — | — | -0.3598 | -2.8819 | 0.0431 | 15.8659 |