Calibration for Unsupervised Domain Adaptation on SYNTHIA to Cityscapes 16 classes (test)
0.0592ECEOracle
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| OracleUDA Base Method=MIC2026.02 | 0.0592 | 0.539 | 0.2044 | |
| OracleUDA Base Method=DAFormer2026.02 | 0.0632 | 0.576 | 0.2314 | |
| DA-CalUDA Base Method=MIC2026.02 | 0.0822 | 0.8038 | 0.3256 | |
| OracleUDA Base Method=DACS2026.02 | 0.0932 | 0.7626 | 0.306 | |
| DA-CalUDA Base Method=DAFormer2026.02 | 0.095 | 0.8155 | 0.3213 | |
| EnsembleUDA Base Method=MIC2026.02 | 0.1056 | 1.1054 | 0.3716 | |
| PseudoCalUDA Base Method=MIC2026.02 | 0.1229 | 1.087 | 0.4075 | |
| TempScal-srcUDA Base Method=MIC2026.02 | 0.1356 | 1.1332 | 0.4217 | |
| PseudoCalUDA Base Method=DAFormer2026.02 | 0.1447 | 1.2366 | 0.4108 | |
| EnsembleUDA Base Method=DAFormer2026.02 | 0.1449 | 1.3538 | 0.3935 | |
| DA-CalUDA Base Method=DACS2026.02 | 0.153 | 1.2377 | 0.4652 | |
| TempScal-srcUDA Base Method=DAFormer2026.02 | 0.1658 | 1.4204 | 0.4234 | |
| No Calib.UDA Base Method=MIC2026.02 | 0.1668 | 1.2507 | 0.4763 | |
| No Calib.UDA Base Method=DAFormer2026.02 | 0.1868 | 1.6878 | 0.4406 | |
| EnsembleUDA Base Method=DACS2026.02 | 0.203 | 1.8273 | 0.5576 | |
| PseudoCalUDA Base Method=DACS2026.02 | 0.2094 | 1.6939 | 0.6008 | |
| NoAdaptUDA Base Method=MIC2026.02 | 0.2359 | 1.9054 | 0.5787 | |
| TempScal-srcUDA Base Method=DACS2026.02 | 0.2388 | 1.9255 | 0.6236 | |
| NoAdaptUDA Base Method=DAFormer2026.02 | 0.2705 | 2.472 | 0.7061 | |
| No Calib.UDA Base Method=DACS2026.02 | 0.273 | 2.3052 | 0.6516 | |
| NoAdaptUDA Base Method=DACS2026.02 | 0.3643 | 3.3656 | 0.8939 |