Semantic Segmentation on Nuclei LM Target
0.74KtauCMR-EI
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| CMR-EISupervision=Unsupervised, Perturbation=DropOut, Consistency Metric=EI2025.03 | 0.74 | 0.85 | 0.9 | |
| CMR-NHDSupervision=Unsupervised, Perturbation=DropOut, Consistency Metric=NHD2025.03 | 0.71 | 0.84 | 0.62 | |
| CMR-NHDSupervision=Unsupervised, Perturbation=Gauss, Consistency Metric=NHD2025.03 | 0.69 | 0.82 | 0.97 | |
| LEEPType=Supervised2025.03 | 0.67 | 0.77 | 0.94 | |
| LEEPSupervision=Supervised2025.03 | 0.67 | 0.77 | 0.94 | |
| CMR-EISupervision=Unsupervised, Perturbation=Gauss, Consistency Metric=EI2025.03 | 0.62 | 0.77 | 0.98 | |
| RegHscoreType=Supervised2025.03 | 0.35 | 0.36 | 0.34 | |
| RegHscoreSupervision=Supervised2025.03 | 0.35 | 0.36 | 0.34 | |
| NCTIType=Supervised2025.03 | 0.29 | 0.25 | 0.3 | |
| NCTISupervision=Supervised2025.03 | 0.29 | 0.25 | 0.3 | |
| NLEEPType=Supervised2025.03 | 0.11 | 0.12 | 0.32 | |
| NLEEPSupervision=Supervised2025.03 | 0.11 | 0.12 | 0.32 | |
| NuNoSupervision=Unsupervised2025.03 | 0.09 | 0.17 | 0.08 | |
| TSSupervision=Unsupervised2025.03 | 0.02 | 0.1 | -0.09 | |
| CCFVType=Supervised2025.03 | -0.03 | -0.05 | -0.16 | |
| CCFVSupervision=Supervised2025.03 | -0.03 | -0.05 | -0.16 | |
| GBCType=Supervised2025.03 | -0.13 | -0.16 | -0.08 | |
| GBCSupervision=Supervised2025.03 | -0.13 | -0.16 | -0.08 | |
| DispersionSupervision=Unsupervised2025.03 | -0.18 | -0.29 | -0.19 | |
| LogMEType=Supervised2025.03 | -0.2 | -0.28 | -0.49 | |
| LogMESupervision=Supervised2025.03 | -0.2 | -0.28 | -0.49 |