Image Classification on ImageNet (val) (Top-1 Accuracy and GFLOPS)
85.3Top-1 AccSWAG
Evaluation results
| Method | Links | ||
|---|---|---|---|
| SWAGBackbone=SWAG, Fine-tuning=None, Resolution=384px2023.05 | 85.3 | 55.6 | |
| Zero-TPruneBackbone=SWAG, Fine-tuning=None, Resolution=384px2023.05 | 85.17 | 43.8 | |
| ToMeBackbone=SWAG, Fine-tuning=None, Resolution=384px2023.05 | 85.09 | 43.8 | |
| ATSBackbone=SWAG, Fine-tuning=None, Resolution=384px2023.05 | 84.21 | 43.8 | |
| MAEBackbone=MAE, Fine-tuning=None2023.05 | 83.62 | 55.4 | |
| LV-ViT-SBackbone=LV-ViT-S, Fine-tuning=None2023.05 | 83.3 | 6.6 | |
| Zero-TPruneBackbone=MAE, Fine-tuning=None2023.05 | 82.93 | 42.3 | |
| ToMeBackbone=MAE, Fine-tuning=None2023.05 | 82.69 | 42.2 | |
| ATSBackbone=MAE, Fine-tuning=None2023.05 | 82.07 | 42.3 | |
| Zero-TPruneBackbone=LV-ViT-S, Fine-tuning=None2023.05 | 81.5 | 3.5 | |
| AugRegBackbone=AugReg, Fine-tuning=None2023.05 | 81.41 | 4.55 | |
| ATSBackbone=LV-ViT-S, Fine-tuning=None2023.05 | 80.4 | 3.5 | |
| Zero-TPruneBackbone=AugReg, Fine-tuning=None2023.05 | 80.22 | 2.79 | |
| ToMeBackbone=LV-ViT-S, Fine-tuning=None2023.05 | 79.8 | 3.6 | |
| ToMeBackbone=AugReg, Fine-tuning=None2023.05 | 79.3 | 2.78 | |
| ATSBackbone=AugReg, Fine-tuning=None2023.05 | 79.21 | 2.8 |