Image Classification on CIFAR-10 (test) (Top-1 Accuracy vs Batch Size)
94Top-1 Accuracy (BS=64)ViT-Small
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| ViT-Small#Params=16.9M2026.03 | 94 | 93.9 | 93.3 | 92.8 | 91.1 | |
| ViT-Base#Params=85.1M2026.03 | 93.7 | 93.8 | 94.3 | 94.1 | 94 | |
| ViTRM#Params=3.6M2026.03 | 92.6 | 93.1 | 92.8 | 92.1 | 91.2 | |
| ResNet-50#Params=23.5M2026.03 | 92 | 90.9 | 89.7 | 87.9 | 84.2 | |
| ResNet-34#Params=21.3M2026.03 | 90.8 | 90.1 | 89.7 | 87.9 | 86.3 | |
| ResNet-18#Params=11.2M2026.03 | 90.5 | 89.7 | 88.8 | 87.8 | 86.1 | |
| ViT-Large#Params=302.4M2026.03 | 80.8 | 73.4 | 82 | 83.2 | — |