FasterViT: Fast Vision Transformers with Hierarchical Attention

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Benchmark Model Rank Results
image-classification-on-imagenetFasterViT-6#193Top 1 Accuracy: 85.8%Number of params: 1360MGFLOPs: 142
image-classification-on-imagenetFasterViT-5#212Top 1 Accuracy: 85.6%Number of params: 957.5MGFLOPs: 113
image-classification-on-imagenetFasterViT-4#230Top 1 Accuracy: 85.4%Number of params: 424.6MGFLOPs: 36.6
image-classification-on-imagenetFasterViT-3#273Top 1 Accuracy: 84.9%Number of params: 159.5MGFLOPs: 18.2
image-classification-on-imagenetFasterViT-2#333Top 1 Accuracy: 84.2%Number of params: 75.9MGFLOPs: 8.7
image-classification-on-imagenetFasterViT-1#447Top 1 Accuracy: 83.2%Number of params: 53.4MGFLOPs: 5.3
image-classification-on-imagenetFasterViT-0#560Top 1 Accuracy: 82.1%Number of params: 31.4MGFLOPs: 3.3

Rank counts only results with a code link.