Cardiac Segmentation on M&Ms (out-of-domain)
90.31Dice ScoreA&D
Evaluation results
| Method | Links | |
|---|---|---|
| A&DParameters (M)=57.894, Inference time (s/iter)=3.69, Learning Paradigm=SSL2023.10 | 90.31 | |
| A&DParameters (M)=57.894, Inference time (s/iter)=3.69, Learning Paradigm=UDA2023.10 | 90.1 | |
| EPLParameters (M)=80.939, Inference time (s/iter)=5.52, Learning Paradigm=SSL2023.10 | 76.49 | |
| vMFNetParameters (M)=20.423, Inference time (s/iter)=4.89, Learning Paradigm=SSL2023.10 | 73.88 | |
| vMFNetParameters (M)=20.423, Inference time (s/iter)=4.89, Learning Paradigm=UDA2023.10 | 72.3 | |
| EPLParameters (M)=80.939, Inference time (s/iter)=5.52, Learning Paradigm=UDA2023.10 | 71.9 | |
| Adv BiasEvaluation Protocol=FTN, Augmentation Source=Image space2021.07 | 60.13 | |
| Proposed w. x, pEvaluation Protocol=FTN, Augmentation Source=Latent space2021.07 | 54.54 | |
| Proposed w. xEvaluation Protocol=FTN, Augmentation Source=Latent space2021.07 | 51.54 | |
| Rand ConvEvaluation Protocol=FTN, Augmentation Source=Image space2021.07 | 45.44 | |
| Rand MWMEvaluation Protocol=FTN, Augmentation Source=Image space2021.07 | 39.84 | |
| Standard trainingEvaluation Protocol=FTN, Augmentation Source=None2021.07 | 39.09 | |
| Adv NoiseEvaluation Protocol=FTN, Augmentation Source=Image space2021.07 | 38.73 |