Anomaly Segmentation on CROMIS real 2D CT lesion data
0.471DICEEnsemble
Evaluation results
| Method | Links | ||
|---|---|---|---|
| EnsembleLatent compression factor (f)=42022.06 | 0.471 | — | |
| TransformerLatent compression factor (f)=42022.06 | 0.356 | 8,047 | |
| DDIMLatent compression factor (f)=8, Variant=(d)2022.06 | 0.286 | 12 | |
| DDPMLatent compression factor (f)=8, Variant=(c)2022.06 | 0.284 | 81 | |
| Ensemble2022.06 | 0.241 | 4,907 | |
| DDIMLatent compression factor (f)=4, Variant=(d)2022.06 | 0.22 | 46 | |
| DDPMLatent compression factor (f)=4, Variant=(c)2022.06 | 0.215 | 324 | |
| Transformer2022.06 | 0.205 | 589 | |
| VAE (Dense)2022.06 | 0.185 | — | |
| f-AnoGAN2022.06 | 0.146 | — |