Semantic Segmentation on Mito EM
0.89KtauLEEP
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| LEEPType=Supervised2025.03 | 0.89 | 0.96 | 0.97 | |
| LEEPSupervision=Supervised2025.03 | 0.89 | 0.96 | 0.97 | |
| CMR-EISupervision=Unsupervised, Perturbation=Gauss, Consistency Metric=EI2025.03 | 0.77 | 0.85 | 0.83 | |
| CMR-EISupervision=Unsupervised, Perturbation=DropOut, Consistency Metric=EI2025.03 | 0.73 | 0.86 | 0.86 | |
| CMR-NHDSupervision=Unsupervised, Perturbation=Gauss, Consistency Metric=NHD2025.03 | 0.71 | 0.83 | 0.79 | |
| CMR-NHDSupervision=Unsupervised, Perturbation=DropOut, Consistency Metric=NHD2025.03 | 0.69 | 0.85 | 0.84 | |
| NLEEPType=Supervised2025.03 | 0.41 | 0.49 | 0.39 | |
| NLEEPSupervision=Supervised2025.03 | 0.41 | 0.49 | 0.39 | |
| GBCType=Supervised2025.03 | 0.39 | 0.52 | 0.47 | |
| GBCSupervision=Supervised2025.03 | 0.39 | 0.52 | 0.47 | |
| TSSupervision=Unsupervised2025.03 | 0.25 | 0.3 | 0.23 | |
| RegHscoreType=Supervised2025.03 | 0.24 | 0.34 | 0.37 | |
| RegHscoreSupervision=Supervised2025.03 | 0.24 | 0.34 | 0.37 | |
| NCTIType=Supervised2025.03 | 0.21 | 0.28 | 0.37 | |
| NCTISupervision=Supervised2025.03 | 0.21 | 0.28 | 0.37 | |
| NuNoSupervision=Unsupervised2025.03 | 0.17 | 0.2 | 0.13 | |
| LogMEType=Supervised2025.03 | 0.08 | 0.1 | 0.06 | |
| LogMESupervision=Supervised2025.03 | 0.08 | 0.1 | 0.06 | |
| DispersionSupervision=Unsupervised2025.03 | -0.03 | -0.07 | -0.17 | |
| CCFVType=Supervised2025.03 | -0.11 | -0.16 | -0.18 | |
| CCFVSupervision=Supervised2025.03 | -0.11 | -0.16 | -0.18 |