Online Continual Test-Time Adaptation on SSB-H.-C severity 5
61.9AccuracyDOCO
Evaluation results
| Method | Links | ||
|---|---|---|---|
| DOCOsetting=OCTTA, OOD ratio (κ)=0.2, severity=52026.04 | 61.9 | 64.7 | |
| DPCoresetting=OCTTA, OOD ratio (κ)=0.2, severity=52026.04 | 60.4 | 63.1 | |
| EATAsetting=OCTTA, OOD ratio (κ)=0.2, severity=52026.04 | 59.2 | 62.3 | |
| E-COMEsetting=OCTTA, OOD ratio (κ)=0.2, severity=52026.04 | 58.7 | 60.2 | |
| Tentsetting=OCTTA, OOD ratio (κ)=0.2, severity=52026.04 | 58.5 | 65.5 | |
| OSTTAsetting=OCTTA, OOD ratio (κ)=0.2, severity=52026.04 | 58.5 | 64.6 | |
| SARsetting=OCTTA, OOD ratio (κ)=0.2, severity=52026.04 | 57.3 | 62.9 | |
| UniEntsetting=OCTTA, OOD ratio (κ)=0.2, severity=52026.04 | 56.7 | 59.8 | |
| ViDAsetting=OCTTA, OOD ratio (κ)=0.2, severity=52026.04 | 56.2 | 66.3 | |
| S-COMEsetting=OCTTA, OOD ratio (κ)=0.2, severity=52026.04 | 55.8 | 58.4 | |
| STAMPsetting=OCTTA, OOD ratio (κ)=0.2, severity=52026.04 | 51.6 | 60 | |
| CoTTAsetting=OCTTA, OOD ratio (κ)=0.2, severity=52026.04 | 49.9 | 56.3 | |
| Sourcesetting=OCTTA, OOD ratio (κ)=0.2, severity=52026.04 | 49.8 | 56.2 |