Online Continual Test-Time Adaptation on SUN-C severity 5
61.9Accuracy (ACC)DOCO
Evaluation results
| Method | Links | ||
|---|---|---|---|
| DOCOsetting=OCTTA, OOD ratio (κ)=0.2, severity=52026.04 | 61.9 | 90 | |
| UniEntsetting=OCTTA, OOD ratio (κ)=0.2, severity=52026.04 | 59.4 | 82.7 | |
| EATAsetting=OCTTA, OOD ratio (κ)=0.2, severity=52026.04 | 58.8 | 73.4 | |
| OSTTAsetting=OCTTA, OOD ratio (κ)=0.2, severity=52026.04 | 58.4 | 67.8 | |
| DPCoresetting=OCTTA, OOD ratio (κ)=0.2, severity=52026.04 | 58.4 | 87.6 | |
| E-COMEsetting=OCTTA, OOD ratio (κ)=0.2, severity=52026.04 | 56.9 | 81.8 | |
| Tentsetting=OCTTA, OOD ratio (κ)=0.2, severity=52026.04 | 56.8 | 58 | |
| S-COMEsetting=OCTTA, OOD ratio (κ)=0.2, severity=52026.04 | 56.8 | 77.2 | |
| SARsetting=OCTTA, OOD ratio (κ)=0.2, severity=52026.04 | 56.3 | 68.1 | |
| ViDAsetting=OCTTA, OOD ratio (κ)=0.2, severity=52026.04 | 55 | 57.4 | |
| STAMPsetting=OCTTA, OOD ratio (κ)=0.2, severity=52026.04 | 51.4 | 74.7 | |
| CoTTAsetting=OCTTA, OOD ratio (κ)=0.2, severity=52026.04 | 50 | 69.8 | |
| Sourcesetting=OCTTA, OOD ratio (κ)=0.2, severity=52026.04 | 49.8 | 71.6 |