Image Classification on CCC Medium
58.34AccuracyRMEMSAFE+ASR
Evaluation Results
| Method | Links | |
|---|---|---|
| RMEMSAFE+ASRBackbone=ViT-B/16, Adaptation Protocol=Reset-based2026.05 | 58.34 | |
| ROID + ASRBackbone=ViT-B/16, Adaptation Protocol=Reset-based2026.05 | 58.28 | |
| ROIDBackbone=ViT-B/16, Adaptation Protocol=Reset-free2026.05 | 57.31 | |
| ROID + RDumbBackbone=ViT-B/16, Adaptation Protocol=Reset-based2026.05 | 56.94 | |
| RMEMSAFE, no ASRBackbone=ViT-B/16, Adaptation Protocol=Reset-based2026.05 | 56.14 | |
| ETA + ASRBackbone=ViT-B/16, Adaptation Protocol=Reset-based2026.05 | 54.07 | |
| EATA + ASRBackbone=ViT-B/16, Adaptation Protocol=Reset-based2026.05 | 54.07 | |
| SourceBackbone=ViT-B/16, Adaptation Protocol=None2026.05 | 48.56 | |
| RMEMSAFE+ASRBackbone=ResNet-50, Adaptation Protocol=Reset-based2026.05 | 48.38 | |
| ROID + ASRBackbone=ResNet-50, Adaptation Protocol=Reset-based2026.05 | 47.2 | |
| ETA + ASRBackbone=ResNet-50, Adaptation Protocol=Reset-based2026.05 | 46.42 | |
| EATA + ASRBackbone=ResNet-50, Adaptation Protocol=Reset-based2026.05 | 46.38 | |
| RMEMSAFE, no ASRBackbone=ResNet-50, Adaptation Protocol=Reset-based2026.05 | 46.27 | |
| ROIDBackbone=ResNet-50, Adaptation Protocol=Reset-free2026.05 | 45.76 | |
| ROID + RDumbBackbone=ResNet-50, Adaptation Protocol=Reset-based2026.05 | 45.48 | |
| SourceBackbone=ResNet-50, Adaptation Protocol=None2026.05 | 25.65 |