Vessel Segmentation on MU-VS (Center B)
56.58MCCUpper bound
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| Upper bound2024.06 | 56.58 | 60.87 | — | — | |
| SFADALabeled data=5%, Type=Active Learning2024.06 | 54.09 | 57.95 | — | — | |
| STDRLabeled data=5%, Type=Active Learning2024.06 | 53.07 | 56.56 | — | — | |
| MHPLLabeled data=5%, Type=Active Learning2024.06 | 52.72 | 56.91 | — | — | |
| AADALabeled data=5%, Type=Active Learning2024.06 | 52.43 | 54.63 | — | — | |
| AdversarialLabeled data=5%, Type=Active Learning2024.06 | 52.39 | 55.6 | — | — | |
| CPRType=Source-free Domain Adaptation2024.06 | 52.35 | 55.33 | — | — | |
| CBMTType=Source-free Domain Adaptation2024.06 | 51.99 | 52.34 | — | — | |
| DPLType=Source-free Domain Adaptation2024.06 | 51.6 | 51.39 | — | — | |
| AdvEntType=Source-based Domain Adaptation2024.06 | 50.94 | 52.92 | — | — | |
| Lower bound2024.06 | 50.33 | 50.27 | — | — | |
| AADALabeled Data Ratio=5%, Learning Setting=Active Learning2024.06 | — | — | 53.38 | 36.45 | |
| AdvEntLearning Setting=Domain Adaptation2024.06 | — | — | 51.95 | 35.14 | |
| AdversarialLabeled Data Ratio=5%, Learning Setting=Active Learning2024.06 | — | — | 53.32 | 36.4 | |
| CBMTLearning Setting=Domain Adaptation2024.06 | — | — | 52.95 | 36.06 | |
| CPRLearning Setting=Domain Adaptation2024.06 | — | — | 53.28 | 36.36 | |
| DPLLearning Setting=Domain Adaptation2024.06 | — | — | 52.58 | 35.72 | |
| Lower bound2024.06 | — | — | 51.32 | 34.58 | |
| MHPLLabeled Data Ratio=5%, Learning Setting=Active Learning2024.06 | — | — | 53.58 | 36.66 | |
| SFADALabeled Data Ratio=5%, Learning Setting=Active Learning2024.06 | — | — | 54.92 | 37.91 | |
| STDRLabeled Data Ratio=5%, Learning Setting=Active Learning2024.06 | — | — | 53.96 | 37 | |
| Upper bound2024.06 | — | — | 57.36 | 40.27 |