Calibration for Unsupervised Domain Adaptation on Cityscapes to ACDC (test)
0.0884ECEOracle
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| OracleUDA Base Method=MIC2026.02 | 0.0884 | 0.7644 | 0.3167 | |
| DA-CalUDA Base Method=MIC2026.02 | 0.1056 | 0.0913 | 0.3934 | |
| DA-CalUDA Base Method=DAFormer2026.02 | 0.1216 | 1.0034 | 0.3732 | |
| OracleUDA Base Method=DAFormer2026.02 | 0.1255 | 0.9948 | 0.3423 | |
| EnsembleUDA Base Method=MIC2026.02 | 0.1456 | 1.2139 | 0.4234 | |
| PseudoCalUDA Base Method=MIC2026.02 | 0.1463 | 1.289 | 0.4416 | |
| TempScal-srcUDA Base Method=MIC2026.02 | 0.1567 | 1.338 | 0.4569 | |
| PseudoCalUDA Base Method=DAFormer2026.02 | 0.1763 | 1.4173 | 0.4938 | |
| EnsembleUDA Base Method=DAFormer2026.02 | 0.1773 | 1.5063 | 0.4719 | |
| OracleUDA Base Method=DACS2026.02 | 0.1842 | 1.5083 | 0.4738 | |
| DA-CalUDA Base Method=DACS2026.02 | 0.1874 | 1.7141 | 0.5953 | |
| No Calib.UDA Base Method=MIC2026.02 | 0.1886 | 1.4702 | 0.4852 | |
| TempScal-srcUDA Base Method=DAFormer2026.02 | 0.2015 | 1.6227 | 0.5106 | |
| No Calib.UDA Base Method=DAFormer2026.02 | 0.2282 | 1.9561 | 0.535 | |
| PseudoCalUDA Base Method=DACS2026.02 | 0.2375 | 2.1926 | 0.7221 | |
| EnsembleUDA Base Method=DACS2026.02 | 0.2565 | 2.3739 | 0.7326 | |
| NoAdaptUDA Base Method=MIC2026.02 | 0.2584 | 2.7643 | 0.6267 | |
| TempScal-srcUDA Base Method=DACS2026.02 | 0.2807 | 2.4759 | 0.7529 | |
| No Calib.UDA Base Method=DACS2026.02 | 0.3245 | 2.9316 | 0.7893 | |
| NoAdaptUDA Base Method=DAFormer2026.02 | 0.3265 | 3.3191 | 0.7355 | |
| NoAdaptUDA Base Method=DACS2026.02 | 0.4431 | 4.7043 | 0.9792 |