Continual Test-Time Adaptation on ImageNet-C
57.66Error RateRMEMSAFE + ASR
Evaluation results
| Method | Links | |
|---|---|---|
| RMEMSAFE + ASRAdaptation Protocol (Long-horizon)=Long-horizon2026.05 | 57.66 | |
| ROID + ASRAdaptation Protocol (Long-horizon)=Long-horizon2026.05 | 58.13 | |
| ROIDAdaptation Protocol (Long-horizon)=Long-horizon2026.05 | 61.45 | |
| ROID + RDumbAdaptation Protocol (Long-horizon)=Long-horizon2026.05 | 62.27 | |
| RMEMSAFE, no ASRAdaptation Protocol (Long-horizon)=Long-horizon2026.05 | 62.3 | |
| EATA + ASRAdaptation Protocol (Long-horizon)=Long-horizon2026.05 | 63.11 | |
| ETA + ASRAdaptation Protocol (Long-horizon)=Long-horizon2026.05 | 65.3 | |
| SourceAdaptation Protocol (Long-horizon)=Long-horizon2026.05 | 96.42 |