Image Classification on CCC Easy
64.03AccuracyRMEMSAFE+ASR
Evaluation results
| Method | Links | |
|---|---|---|
| RMEMSAFE+ASRBackbone=ViT-B/16, Adaptation Protocol=Reset-based2026.05 | 64.03 | |
| ROID + ASRBackbone=ViT-B/16, Adaptation Protocol=Reset-based2026.05 | 63.53 | |
| ROIDBackbone=ViT-B/16, Adaptation Protocol=Reset-free2026.05 | 63.44 | |
| ROID + RDumbBackbone=ViT-B/16, Adaptation Protocol=Reset-based2026.05 | 63.2 | |
| RMEMSAFE, no ASRBackbone=ViT-B/16, Adaptation Protocol=Reset-based2026.05 | 62.63 | |
| ETA + ASRBackbone=ViT-B/16, Adaptation Protocol=Reset-based2026.05 | 58.82 | |
| EATA + ASRBackbone=ViT-B/16, Adaptation Protocol=Reset-based2026.05 | 58.82 | |
| SourceBackbone=ViT-B/16, Adaptation Protocol=None2026.05 | 58.28 | |
| RMEMSAFE+ASRBackbone=ResNet-50, Adaptation Protocol=Reset-based2026.05 | 54.73 | |
| ROID + ASRBackbone=ResNet-50, Adaptation Protocol=Reset-based2026.05 | 53.54 | |
| ETA + ASRBackbone=ResNet-50, Adaptation Protocol=Reset-based2026.05 | 53.3 | |
| EATA + ASRBackbone=ResNet-50, Adaptation Protocol=Reset-based2026.05 | 53.29 | |
| RMEMSAFE, no ASRBackbone=ResNet-50, Adaptation Protocol=Reset-based2026.05 | 53.2 | |
| ROIDBackbone=ResNet-50, Adaptation Protocol=Reset-free2026.05 | 52.39 | |
| ROID + RDumbBackbone=ResNet-50, Adaptation Protocol=Reset-based2026.05 | 52.22 | |
| SourceBackbone=ResNet-50, Adaptation Protocol=None2026.05 | 37.17 |