Calibration for Unsupervised Domain Adaptation on GTAv to Cityscapes (test)
4.59ECEDA-Cal
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| DA-CalUDA Base Method=MIC2026.02 | 4.59 | 0.5443 | 0.2116 | |
| DA-CalUDA Base Method=DAFormer2026.02 | 5.78 | 0.6332 | 0.255 | |
| OracleUDA Base Method=MIC2026.02 | 5.92 | 0.539 | 0.2044 | |
| PseudoCalUDA Base Method=MIC2026.02 | 5.95 | 0.6242 | 0.2826 | |
| OracleUDA Base Method=DAFormer2026.02 | 6.32 | 0.576 | 0.2314 | |
| EnsembleUDA Base Method=MIC2026.02 | 6.54 | 0.6971 | 0.2828 | |
| TempScal-srcUDA Base Method=MIC2026.02 | 7.85 | 0.6682 | 0.2909 | |
| PseudoCalUDA Base Method=DAFormer2026.02 | 8.18 | 0.7431 | 0.3242 | |
| EnsembleUDA Base Method=DAFormer2026.02 | 9.14 | 0.7325 | 0.3212 | |
| OracleUDA Base Method=DACS2026.02 | 9.32 | 0.7626 | 0.306 | |
| DA-CalUDA Base Method=DACS2026.02 | 9.65 | 0.8327 | 0.3279 | |
| TempScal-srcUDA Base Method=DAFormer2026.02 | 10.3 | 0.8019 | 0.3325 | |
| No Calib.UDA Base Method=MIC2026.02 | 10.42 | 0.7659 | 0.3034 | |
| No Calib.UDA Base Method=DAFormer2026.02 | 12.55 | 0.9084 | 0.3456 | |
| PseudoCalUDA Base Method=DACS2026.02 | 15.8 | 1.2893 | 0.5141 | |
| EnsembleUDA Base Method=DACS2026.02 | 17.03 | 1.5054 | 0.54 | |
| NoAdaptUDA Base Method=MIC2026.02 | 18.06 | 1.5172 | 0.6209 | |
| TempScal-srcUDA Base Method=DACS2026.02 | 18.77 | 1.4393 | 0.5375 | |
| NoAdaptUDA Base Method=DAFormer2026.02 | 20.98 | 1.7237 | 0.6262 | |
| No Calib.UDA Base Method=DACS2026.02 | 22.89 | 1.7445 | 0.5701 | |
| NoAdaptUDA Base Method=DACS2026.02 | 29.37 | 2.8097 | 0.8213 |