Virtual Staining on MIST Ki67 (test)
76.97RpTDKStain
Evaluation Results
| Method | Links | ||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| TDKStain2025.07 | 76.97 | 8.2 | 42.58 | -0.1888 | 68.1517 | — | — | — | — | — | — | — | |
| USIGAN2025.07 | 73.87 | 81.63 | 77.75 | -0.268 | 17.5884 | — | — | — | — | — | — | — | |
| SIMGAN2025.07 | 64.68 | 81.67 | 73.17 | -0.6221 | 19.3284 | — | — | — | — | — | — | — | |
| PyramidP2P2025.07 | 60.69 | 10.25 | 35.47 | -2.2201 | 291.7394 | — | — | — | — | — | — | — | |
| ASP2025.07 | 56.63 | 85.91 | 71.27 | -1.8027 | 41.2966 | — | — | — | — | — | — | — | |
| PPT2025.07 | 55.28 | 59.66 | 51.97 | -2.5072 | 101.3484 | — | — | — | — | — | — | — | |
| UMDST2025.07 | 37.61 | 0.25 | 18.93 | -0.787 | 96.764 | — | — | — | — | — | — | — | |
| CycleGANInference Protocol=4 x 4 row-major aggregation, Resolution=1024 x 10242026.06 | — | — | — | — | — | 74.4676 | 43.028 | 0.5552 | 0.2575 | 13.8314 | 0.2714 | 0.0618 | |
| D-VSTInference Protocol=native inference, Resolution=1024 x 10242026.06 | — | — | — | — | — | 74.1956 | 54.274 | 0.5587 | 0.2414 | 13.7817 | 0.2714 | 0.0282 | |
| pix2pixInference Protocol=4 x 4 row-major aggregation, Resolution=1024 x 10242026.06 | — | — | — | — | — | 253.8902 | 306.214 | 0.5707 | 0.3617 | 15.5375 | 0.2949 | 0.0839 | |
| PSPStainInference Protocol=4 x 4 row-major aggregation, Resolution=1024 x 10242026.06 | — | — | — | — | — | 44.0905 | 15.935 | 0.5442 | 0.2618 | 14.3419 | 0.2778 | 0.071 | |
| SheafStainInference Protocol=native inference, Resolution=1024 x 10242026.06 | — | — | — | — | — | 25.3978 | 3.922 | 0.5269 | 0.2124 | 14.2349 | 0.2771 | 0.0261 | |
| UNIStainNetInference Protocol=4 x 4 row-major aggregation, Resolution=1024 x 10242026.06 | — | — | — | — | — | 62.7007 | 37.829 | 0.542 | 0.2254 | 14.2793 | 0.2879 | 0.062 | |
| UNSBInference Protocol=4 x 4 row-major aggregation, Resolution=1024 x 10242026.06 | — | — | — | — | — | 38.1956 | 10.178 | 0.5539 | 0.2514 | 13.7903 | 0.274 | 0.0857 |