Vessel Segmentation on MU-VS Overall (Dice/IoU)
59.68DiceUpper bound
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| Upper bound2024.06 | 59.68 | 42.61 | |
| SFADALabeled Data Ratio=5%, Learning Setting=Active Learning2024.06 | 57.92 | 40.86 | |
| STDRLabeled Data Ratio=5%, Learning Setting=Active Learning2024.06 | 56.73 | 39.69 | |
| MHPLLabeled Data Ratio=5%, Learning Setting=Active Learning2024.06 | 56.45 | 39.42 | |
| AADALabeled Data Ratio=5%, Learning Setting=Active Learning2024.06 | 56.15 | 39.12 | |
| AdversarialLabeled Data Ratio=5%, Learning Setting=Active Learning2024.06 | 56.06 | 39.03 | |
| CPRLearning Setting=Domain Adaptation2024.06 | 55.54 | 38.51 | |
| CBMTLearning Setting=Domain Adaptation2024.06 | 55.23 | 38.22 | |
| DPLLearning Setting=Domain Adaptation2024.06 | 54.54 | 37.56 | |
| AdvEntLearning Setting=Domain Adaptation2024.06 | 54.12 | 37.16 | |
| Lower bound2024.06 | 53.04 | 36.17 |