Online Continual Test-Time Adaptation on Places-C severity 5
62.1Accuracy (ACC)DOCO
Evaluation results
| Method | Links | ||
|---|---|---|---|
| DOCOsetting=OCTTA, OOD ratio (κ)=0.2, severity=52026.04 | 62.1 | 78.4 | |
| E-COMEsetting=OCTTA, OOD ratio (κ)=0.2, severity=52026.04 | 59.6 | 76.7 | |
| UniEntsetting=OCTTA, OOD ratio (κ)=0.2, severity=52026.04 | 59.1 | 73.9 | |
| DPCoresetting=OCTTA, OOD ratio (κ)=0.2, severity=52026.04 | 58.4 | 79.7 | |
| OSTTAsetting=OCTTA, OOD ratio (κ)=0.2, severity=52026.04 | 58 | 64.5 | |
| EATAsetting=OCTTA, OOD ratio (κ)=0.2, severity=52026.04 | 57.9 | 66.5 | |
| Tentsetting=OCTTA, OOD ratio (κ)=0.2, severity=52026.04 | 56.9 | 61.8 | |
| SARsetting=OCTTA, OOD ratio (κ)=0.2, severity=52026.04 | 56.9 | 67.5 | |
| ViDAsetting=OCTTA, OOD ratio (κ)=0.2, severity=52026.04 | 55.7 | 69.5 | |
| S-COMEsetting=OCTTA, OOD ratio (κ)=0.2, severity=52026.04 | 54.6 | 72.1 | |
| STAMPsetting=OCTTA, OOD ratio (κ)=0.2, severity=52026.04 | 51.6 | 71.6 | |
| CoTTAsetting=OCTTA, OOD ratio (κ)=0.2, severity=52026.04 | 49.9 | 65.6 | |
| Sourcesetting=OCTTA, OOD ratio (κ)=0.2, severity=52026.04 | 49.8 | 67 |