Continual Test-time Adaptation on ImageNet-C (20-revisit)
57.66Error Rate (%)RMEMSAFE+ASR (ours)
Evaluation results
| Method | Links | |
|---|---|---|
| RMEMSAFE+ASR (ours)Evaluation Protocol=IN-C2026.05 | 57.66 | |
| ROID + ASREvaluation Protocol=IN-C2026.05 | 58.13 | |
| ROIDEvaluation Protocol=IN-C2026.05 | 61.45 | |
| ROID + RDumbEvaluation Protocol=IN-C2026.05 | 62.27 | |
| RMEMSAFE, no ASREvaluation Protocol=IN-C2026.05 | 62.3 | |
| EATA + ASREvaluation Protocol=IN-C2026.05 | 63.11 | |
| ETA + ASREvaluation Protocol=IN-C2026.05 | 65.3 | |
| SourceEvaluation Protocol=IN-C2026.05 | 96.42 |