Online Continual Test-Time Adaptation on NINCO-C severity 5
62.1Accuracy (ACC)DOCO
Evaluation results
| Method | Links | ||
|---|---|---|---|
| DOCOsetting=OCTTA, OOD ratio (κ)=0.2, severity=52026.04 | 62.1 | 75.2 | |
| UniEntsetting=OCTTA, OOD ratio (κ)=0.2, severity=52026.04 | 59.2 | 71.8 | |
| OSTTAsetting=OCTTA, OOD ratio (κ)=0.2, severity=52026.04 | 58.3 | 68.3 | |
| Tentsetting=OCTTA, OOD ratio (κ)=0.2, severity=52026.04 | 57.9 | 68.3 | |
| E-COMEsetting=OCTTA, OOD ratio (κ)=0.2, severity=52026.04 | 57.9 | 72.1 | |
| EATAsetting=OCTTA, OOD ratio (κ)=0.2, severity=52026.04 | 57.7 | 66.9 | |
| DPCoresetting=OCTTA, OOD ratio (κ)=0.2, severity=52026.04 | 57.1 | 74.4 | |
| SARsetting=OCTTA, OOD ratio (κ)=0.2, severity=52026.04 | 56.8 | 70 | |
| ViDAsetting=OCTTA, OOD ratio (κ)=0.2, severity=52026.04 | 55.5 | 71.6 | |
| S-COMEsetting=OCTTA, OOD ratio (κ)=0.2, severity=52026.04 | 55.5 | 66.9 | |
| STAMPsetting=OCTTA, OOD ratio (κ)=0.2, severity=52026.04 | 51.5 | 69.6 | |
| CoTTAsetting=OCTTA, OOD ratio (κ)=0.2, severity=52026.04 | 49.9 | 64 | |
| Sourcesetting=OCTTA, OOD ratio (κ)=0.2, severity=52026.04 | 49.8 | 64.5 |