Semantic Segmentation on VNC III -> Lucchi Subset1 (test)
0.0471ECEOracle
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| OracleBase UDA Method=DA-ISC, Calibration Method=Oracle2026.02 | 0.0471 | 0.5023 | 0.3281 | |
| OracleBase UDA Method=CAFA, Calibration Method=Oracle2026.02 | 0.0471 | 0.5023 | 0.3281 | |
| DA-CalBase UDA Method=CAFA, Calibration Method=DA-Cal2026.02 | 0.052 | 0.5057 | 0.3321 | |
| DA-CalBase UDA Method=DA-ISC, Calibration Method=DA-Cal2026.02 | 0.0585 | 0.577 | 0.3919 | |
| EnsembleBase UDA Method=CAFA, Calibration Method=Ensemble2026.02 | 0.0869 | 0.7738 | 0.3544 | |
| PseudoCalBase UDA Method=CAFA, Calibration Method=PseudoCal2026.02 | 0.1086 | 0.5499 | 0.3531 | |
| PseudoCalBase UDA Method=DA-ISC, Calibration Method=PseudoCal2026.02 | 0.1219 | 0.6202 | 0.4158 | |
| EnsembleBase UDA Method=DA-ISC, Calibration Method=Ensemble2026.02 | 0.153 | 1.061 | 0.4662 | |
| TempScal-srcBase UDA Method=CAFA, Calibration Method=Temperature Scaling (Source)2026.02 | 0.1744 | 0.7489 | 0.3968 | |
| TempScal-srcBase UDA Method=DA-ISC, Calibration Method=Temperature Scaling (Source)2026.02 | 0.2011 | 0.8115 | 0.4726 | |
| No Calib.Base UDA Method=CAFA, Calibration Method=None2026.02 | 0.2167 | 2.0625 | 0.4445 | |
| No Calib.Base UDA Method=DA-ISC, Calibration Method=None2026.02 | 0.2678 | 2.151 | 0.5501 | |
| NoAdaptBase UDA Method=DA-ISC, Calibration Method=None2026.02 | 0.3182 | 3.5611 | 0.6522 | |
| NoAdaptBase UDA Method=CAFA, Calibration Method=None2026.02 | 0.3182 | 3.5611 | 0.6522 |