Update model config and README

README.md

@@ -36,8 +36,8 @@ Recipe details:
 - **Model Type:** Image classification / feature backbone
 - **Model Stats:**
   - Params (M): 63.9
-  - GMACs: 17.6
-  - Activations (M): 37.0
+  - GMACs: 16.3
+  - Activations (M): 23.8
   - Image size: 256 x 256
 - **Papers:**
   - EVA-02: A Visual Representation for Neon Genesis: https://arxiv.org/abs/2303.11331
@@ -138,7 +138,9 @@ output = model.forward_head(output, pre_logits=True)
 | model | top1 | top5 | param_count | img_size |
 | -------------------------------------------------- | ------ | ------ | ----------- | -------- |
 | [vit_mediumd_patch16_reg4_gap_256.sbb_in12k_ft_in1k](https://huggingface.co/timm/vit_mediumd_patch16_reg4_gap_256.sbb_in12k_ft_in1k) | 86.202 | 97.874 | 64.11 | 256 |
-| [vit_betwixt_patch16_reg4_gap_256.sbb_in12k_ft_in1k](https://huggingface.co/timm/vit_betwixt_patch16_reg4_gap_256.sbb_in12k_ft_in1k)  | 85.418 | 97.48 | 60.4 | 256 |
+| [vit_betwixt_patch16_reg4_gap_256.sbb_in12k_ft_in1k](https://huggingface.co/timm/vit_betwixt_patch16_reg4_gap_256.sbb_in12k_ft_in1k)  | 85.418 | 97.480 | 60.4 | 256 |
+| [vit_medium_patch16_reg4_gap_256.sbb_in12k_ft_in1k](https://huggingface.co/timm/vit_medium_patch16_reg4_gap_256.sbb_in12k_ft_in1k)  | 84.930 | 97.386 | 38.88 | 256 |
+| [vit_little_patch16_reg1_gap_256.sbb_in12k_ft_in1k](https://huggingface.co/timm/vit_little_patch16_reg1_gap_256.sbb_in12k_ft_in1k)  | 83.774 | 96.972 | 22.52 | 256 |
 | [vit_mediumd_patch16_rope_reg1_gap_256.sbb_in1k](https://huggingface.co/timm/vit_mediumd_patch16_rope_reg1_gap_256.sbb_in1k)  | 84.322 | 96.812 | 63.95 | 256 |
 | [vit_betwixt_patch16_rope_reg4_gap_256.sbb_in1k](https://huggingface.co/timm/vit_betwixt_patch16_rope_reg4_gap_256.sbb_in1k)  | 83.906 | 96.684 | 60.23 | 256 |
 | [vit_base_patch16_rope_reg1_gap_256.sbb_in1k](https://huggingface.co/timm/vit_base_patch16_rope_reg1_gap_256.sbb_in1k)  | 83.866 | 96.67 | 86.43 | 256 |