Immunohistochemistry Estrogen Receptor Quantification on IHC4BC-ER
0.8952H.Score R^2real IHC
Evaluation results
| Method | Links | ||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|
| real IHCtype=ground truth2026.01 | 0.8952 | 0.887 | 214.3521 | 0.947 | 64.45 | 93.95 | 73.91 | 92.62 | 90.62 | 97.66 | |
| PAINTRefinement=Full VAR-based refinement2026.01 | 0.7354 | 0.8321 | 572.887 | 0.8664 | 49.2 | 86.99 | 63.13 | 86.24 | 76.35 | 89.79 | |
| PAINT-sRefinement=Simplified autoregressive step2026.01 | 0.6991 | 0.8177 | 617.4735 | 0.8427 | 45.51 | 84.59 | 61.03 | 85.23 | 71.59 | 85.1 | |
| Pix2Pix2026.01 | 0.6572 | 0.7963 | 654.4841 | 0.8186 | 44.3 | 84.92 | 57.68 | 83.35 | 70.88 | 85.83 | |
| H&E2026.01 | 0.5292 | 0.7455 | 919.5912 | 0.7651 | 43.17 | 82.97 | 59.79 | 83.74 | 65.82 | 81.91 | |
| SynDiff2026.01 | 0.4914 | 0.7356 | 988.752 | 0.7429 | 41.42 | 81.92 | 57.76 | 82.6 | 65.1 | 81.32 | |
| PSPStain2026.01 | 0.386 | 0.6981 | 1,243.4932 | 0.6751 | 40 | 79.18 | 55.03 | 79.85 | 65.36 | 81.75 | |
| CycleGAN2026.01 | 0.3772 | 0.6875 | 1,238.128 | 0.675 | 39.56 | 79.98 | 54.89 | 80.81 | 63.44 | 80.2 | |
| ASP2026.01 | 0.2917 | 0.6566 | 1,404.0151 | 0.634 | 38.18 | 78.8 | 53.29 | 79.43 | 61.66 | 79.18 | |
| CUT2026.01 | 0.2325 | 0.6271 | 1,527.9083 | 0.5956 | 37.91 | 78.51 | 52.05 | 78.64 | 62.38 | 79.64 | |
| PPT2026.01 | 0.1066 | 0.5723 | 1,813.8149 | 0.5103 | 34.37 | 73.49 | 48.79 | 74.86 | 56.42 | 74.06 |