Test-Time Adaptation on ImageNet-C level 5
66.1AccuracyEVA-0♣
Evaluation results
| Method | Links | |
|---|---|---|
| EVA-0♣#FP=26, Backbone=ViT-B, Evaluation Protocol=Black-box (Input Prompt Update)2026.05 | 66.1 | |
| EVA-0♣#FP=20, Backbone=ViT-B, Evaluation Protocol=Black-box (Input Prompt Update)2026.05 | 65.8 | |
| EVA-0♣#FP=14, Backbone=ViT-B, Evaluation Protocol=Black-box (Input Prompt Update)2026.05 | 65.7 | |
| EVA-0♣#FP=8, Backbone=ViT-B, Evaluation Protocol=Black-box (Input Prompt Update)2026.05 | 65.2 | |
| EVA-0♣#FP=2, Backbone=ViT-B, Evaluation Protocol=Black-box (Input Prompt Update)2026.05 | 64.1 | |
| FOA†#FP=2, Backbone=ViT-B, Evaluation Protocol=Black-box (Input Prompt Update)2026.05 | 58.8 | |
| FOA†#FP=8, Backbone=ViT-B, Evaluation Protocol=Black-box (Input Prompt Update)2026.05 | 57.6 | |
| FOA†#FP=14, Backbone=ViT-B, Evaluation Protocol=Black-box (Input Prompt Update)2026.05 | 55.9 | |
| FOA†#FP=26, Backbone=ViT-B, Evaluation Protocol=Black-box (Input Prompt Update)2026.05 | 55.9 | |
| FOA†#FP=20, Backbone=ViT-B, Evaluation Protocol=Black-box (Input Prompt Update)2026.05 | 55 |