timm
/

Image Classification
timm
PyTorch
Safetensors
rwightman HF staff commited on
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4748817
1 Parent(s): 9c34bea

Update model config and README

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  1. README.md +12 -10
README.md CHANGED
@@ -17,8 +17,8 @@ A Hiera image feature model. Pretrained on ImageNet-1k with Self-Supervised Mask
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  - **Model Type:** Image classification / feature backbone
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  - **Model Stats:**
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  - Params (M): 27.1
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- - GMACs: 4.9
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- - Activations (M): 17.1
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  - Image size: 224 x 224
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  - **Dataset:** ImageNet-1k
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  - **Papers:**
@@ -118,14 +118,16 @@ output = model.forward_head(output, pre_logits=True)
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  ## Model Comparison
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  ### By Top-1
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- |model |top1 |top1_err|top5 |top5_err|param_count|
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- |---------------------------------|------|--------|------|--------|-----------|
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- |hiera_huge_224.mae_in1k_ft_in1k |86.834|13.166 |98.01 |1.99 |672.78 |
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- |hiera_large_224.mae_in1k_ft_in1k |86.042|13.958 |97.648|2.352 |213.74 |
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- |hiera_base_plus_224.mae_in1k_ft_in1k|85.134|14.866 |97.158|2.842 |69.9 |
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- |hiera_base_224.mae_in1k_ft_in1k |84.49 |15.51 |97.032|2.968 |51.52 |
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- |hiera_small_224.mae_in1k_ft_in1k |83.884|16.116 |96.684|3.316 |35.01 |
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- |hiera_tiny_224.mae_in1k_ft_in1k |82.786|17.214 |96.204|3.796 |27.91 |
 
 
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  ## Citation
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  ```bibtex
 
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  - **Model Type:** Image classification / feature backbone
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  - **Model Stats:**
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  - Params (M): 27.1
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+ - GMACs: 4.7
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+ - Activations (M): 14.6
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  - Image size: 224 x 224
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  - **Dataset:** ImageNet-1k
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  - **Papers:**
 
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  ## Model Comparison
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  ### By Top-1
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+ |model |top1 |top5 |param_count|
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+ |---------------------------------|------|------|-----------|
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+ |hiera_huge_224.mae_in1k_ft_in1k |86.834|98.01 |672.78 |
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+ |hiera_large_224.mae_in1k_ft_in1k |86.042|97.648|213.74 |
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+ |hiera_base_plus_224.mae_in1k_ft_in1k|85.134|97.158|69.9 |
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+ |hiera_small_abswin_256.sbb2_e200_in12k_ft_in1k |84.912|97.260|35.01 |
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+ |hiera_small_abswin_256.sbb2_pd_e200_in12k_ft_in1k |84.560|97.106|35.01 |
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+ |hiera_base_224.mae_in1k_ft_in1k |84.49 |97.032|51.52 |
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+ |hiera_small_224.mae_in1k_ft_in1k |83.884|96.684|35.01 |
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+ |hiera_tiny_224.mae_in1k_ft_in1k |82.786|96.204|27.91 |
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  ## Citation
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  ```bibtex