Image Classification on ImageNet V2 (Top-1 Accuracy and Avg. shifts)
74.83Top-1 AccuracyModel Stock
Evaluation results
| Method | Links | ||
|---|---|---|---|
| Model StockBackbone=ViT-B/16, Seeds=32026.05 | 74.83 | 62.4 | |
| TRACERBackbone=ViT-B/16, Seeds=32026.05 | 74.12 | 65.46 | |
| CaRotBackbone=ViT-B/16, Seeds=32026.05 | 74.08 | 64.03 | |
| CAR-FTBackbone=ViT-B/16, Seeds=32026.05 | 74.03 | 62.98 | |
| Lipsum-FTBackbone=ViT-B/16, Seeds=32026.05 | 73.57 | 62.7 | |
| Static SDBackbone=ViT-B/16, Seeds=32026.05 | 73.13 | 59.55 | |
| ARFBackbone=ViT-B/16, Seeds=32026.05 | 72.77 | 62.63 | |
| FLYPBackbone=ViT-B/16, Seeds=32026.05 | 72.76 | 60.61 | |
| L2-SPBackbone=ViT-B/16, Seeds=32026.05 | 72.63 | 57.34 | |
| Direct FTBackbone=ViT-B/16, Seeds=32026.05 | 72.57 | 57.08 | |
| LP-FTBackbone=ViT-B/16, Seeds=32026.05 | 72.09 | 59.38 | |
| ZSBackbone=ViT-B/16, Seeds=32026.05 | 61.93 | 59.46 |