Beyond MACs: Hardware Efficient Architecture Design for Vision Backbones

Benchmark Model Rank Results
image-classification-on-imagenetLowFormer-B0–Top 1 Accuracy: 78.4%
image-classification-on-imagenetLowFormer-B1.5–Top 1 Accuracy: 81.2%
image-classification-on-imagenetLowFormer-B2–Top 1 Accuracy: 81.6%
image-classification-on-imagenetLowFormer-B3–Top 1 Accuracy: 83.6%
image-classification-on-imagenetLowFormer-B3 r192–Top 1 Accuracy: 82.7%