Image Classification on ImageNet-C (Gradual)
74.9Average AccuracyIMSE-Retrieval
Evaluation results
| Method | Links | |
|---|---|---|
| IMSE-RetrievalBackbone=ViT-Base, Adaptation Type=Gradual Continual Test-time Adaptation2026.03 | 74.9 | |
| ViDABackbone=ViT-Base, Adaptation Type=Gradual Continual Test-time Adaptation, Reproduced=true2026.03 | 72.5 | |
| TENTBackbone=ViT-Base, Adaptation Type=Gradual Continual Test-time Adaptation, Reproduced=true2026.03 | 70.7 | |
| CoTTABackbone=ViT-Base, Adaptation Type=Gradual Continual Test-time Adaptation, Reproduced=true2026.03 | 69.5 | |
| SourceBackbone=ViT-Base, Adaptation Type=None2026.03 | 67.3 |