Online Continual Test-Time Adaptation on Texture-C severity 5
61.8AccuracyDOCO
Evaluation results
| Method | Links | ||
|---|---|---|---|
| DOCOsetting=OCTTA, OOD ratio (κ)=0.2, severity=52026.04 | 61.8 | 83.6 | |
| UniEntsetting=OCTTA, OOD ratio (κ)=0.2, severity=52026.04 | 59.5 | 82.1 | |
| E-COMEsetting=OCTTA, OOD ratio (κ)=0.2, severity=52026.04 | 59.1 | 79.1 | |
| EATAsetting=OCTTA, OOD ratio (κ)=0.2, severity=52026.04 | 58.5 | 73.1 | |
| DPCoresetting=OCTTA, OOD ratio (κ)=0.2, severity=52026.04 | 58.4 | 82.8 | |
| OSTTAsetting=OCTTA, OOD ratio (κ)=0.2, severity=52026.04 | 57.7 | 62.3 | |
| ViDAsetting=OCTTA, OOD ratio (κ)=0.2, severity=52026.04 | 54.5 | 56.7 | |
| SARsetting=OCTTA, OOD ratio (κ)=0.2, severity=52026.04 | 53.3 | 67.8 | |
| STAMPsetting=OCTTA, OOD ratio (κ)=0.2, severity=52026.04 | 51.3 | 71.6 | |
| CoTTAsetting=OCTTA, OOD ratio (κ)=0.2, severity=52026.04 | 49.9 | 69 | |
| Sourcesetting=OCTTA, OOD ratio (κ)=0.2, severity=52026.04 | 49.8 | 70.8 | |
| S-COMEsetting=OCTTA, OOD ratio (κ)=0.2, severity=52026.04 | 44.9 | 73.1 | |
| Tentsetting=OCTTA, OOD ratio (κ)=0.2, severity=52026.04 | 31.2 | 50.7 |