Medical Image Segmentation on Vestibular Schwannoma MRI ceT1 to hrT2 target domain (test)
0.8449DiceTarget-only
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| Target-onlyStrategy=Supervised, Fine-tuning=None2024.05 | 0.8449 | 0.87 | |
| Reliable Source ApproximationStrategy=Source approximation, Fine-tuning=Centralized2024.05 | 0.7783 | 1.24 | |
| FSMStrategy=Pseudo-labeling, Fine-tuning=Centralized2024.05 | 0.5612 | 4.56 | |
| Reliable Source ApproximationStrategy=Source approximation, Fine-tuning=Batch-based2024.05 | 0.4555 | 8.23 | |
| TENTStrategy=Entropy minimization, Fine-tuning=Centralized2024.05 | 0.2655 | 9.54 | |
| EATAStrategy=Entropy minimization, Fine-tuning=Centralized2024.05 | 0.2654 | 9.53 | |
| COTTAStrategy=Pseudo-labeling, Fine-tuning=Centralized2024.05 | 0.2654 | 9.42 | |
| TENTStrategy=Entropy minimization, Fine-tuning=Batch-based2024.05 | 0.2653 | 9.56 | |
| EATAStrategy=Entropy minimization, Fine-tuning=Batch-based2024.05 | 0.2653 | 9.55 | |
| COTTAStrategy=Pseudo-labeling, Fine-tuning=Batch-based2024.05 | 0.2652 | 9.5 | |
| SARStrategy=Entropy minimization, Fine-tuning=Batch-based2024.05 | 0.2631 | 9.52 | |
| SARStrategy=Entropy minimization, Fine-tuning=Centralized2024.05 | 0.263 | 9.51 | |
| Source-onlyStrategy=No adaptation, Fine-tuning=None2024.05 | 0.0663 | 2.1 |