Update model config and README
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README.md
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@@ -121,6 +121,47 @@ 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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## Citation
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```bibtex
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@article{cui2021beyond,
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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|img_size|
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|---------------------------------|------|--------|------|--------|-----------|--------|
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|hgnetv2_b6.ssld_stage2_ft_in1k |86.36 |13.64 |97.934|2.066 |75.26 |288 |
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|hgnetv2_b6.ssld_stage1_in22k_in1k|86.294|13.706 |97.948|2.052 |75.26 |288 |
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|hgnetv2_b6.ssld_stage2_ft_in1k |86.204|13.796 |97.81 |2.19 |75.26 |224 |
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|hgnetv2_b6.ssld_stage1_in22k_in1k|86.028|13.972 |97.804|2.196 |75.26 |224 |
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|hgnet_base.ssld_in1k |85.474|14.526 |97.632|2.368 |71.58 |288 |
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|hgnetv2_b5.ssld_stage2_ft_in1k |85.146|14.854 |97.612|2.388 |39.57 |288 |
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|hgnetv2_b5.ssld_stage1_in22k_in1k|84.928|15.072 |97.514|2.486 |39.57 |288 |
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|hgnet_base.ssld_in1k |84.912|15.088 |97.342|2.658 |71.58 |224 |
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|hgnetv2_b5.ssld_stage2_ft_in1k |84.808|15.192 |97.3 |2.7 |39.57 |224 |
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|hgnetv2_b5.ssld_stage1_in22k_in1k|84.458|15.542 |97.22 |2.78 |39.57 |224 |
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|hgnet_small.ssld_in1k |84.376|15.624 |97.128|2.872 |24.36 |288 |
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|hgnetv2_b4.ssld_stage2_ft_in1k |83.912|16.088 |97.06 |2.94 |19.8 |288 |
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|hgnet_small.ssld_in1k |83.808|16.192 |96.848|3.152 |24.36 |224 |
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|hgnetv2_b4.ssld_stage2_ft_in1k |83.694|16.306 |96.786|3.214 |19.8 |224 |
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|hgnetv2_b3.ssld_stage2_ft_in1k |83.58 |16.42 |96.81 |3.19 |16.29 |288 |
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|hgnetv2_b4.ssld_stage1_in22k_in1k|83.45 |16.55 |96.92 |3.08 |19.8 |288 |
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|hgnetv2_b3.ssld_stage1_in22k_in1k|83.116|16.884 |96.712|3.288 |16.29 |288 |
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|hgnetv2_b3.ssld_stage2_ft_in1k |82.916|17.084 |96.364|3.636 |16.29 |224 |
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|hgnetv2_b4.ssld_stage1_in22k_in1k|82.892|17.108 |96.632|3.368 |19.8 |224 |
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|hgnetv2_b3.ssld_stage1_in22k_in1k|82.588|17.412 |96.38 |3.62 |16.29 |224 |
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|hgnet_tiny.ssld_in1k |82.524|17.476 |96.514|3.486 |14.74 |288 |
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|hgnetv2_b2.ssld_stage2_ft_in1k |82.346|17.654 |96.394|3.606 |11.22 |288 |
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|hgnet_small.paddle_in1k |82.222|17.778 |96.22 |3.78 |24.36 |288 |
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|hgnet_tiny.ssld_in1k |81.938|18.062 |96.114|3.886 |14.74 |224 |
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|hgnetv2_b2.ssld_stage2_ft_in1k |81.578|18.422 |95.896|4.104 |11.22 |224 |
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|hgnetv2_b2.ssld_stage1_in22k_in1k|81.46 |18.54 |96.01 |3.99 |11.22 |288 |
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|hgnet_small.paddle_in1k |81.358|18.642 |95.832|4.168 |24.36 |224 |
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|hgnetv2_b2.ssld_stage1_in22k_in1k|80.75 |19.25 |95.498|4.502 |11.22 |224 |
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|hgnet_tiny.paddle_in1k |80.64 |19.36 |95.54 |4.46 |14.74 |288 |
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|hgnetv2_b1.ssld_stage2_ft_in1k |79.904|20.096 |95.148|4.852 |6.34 |288 |
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|hgnet_tiny.paddle_in1k |79.894|20.106 |95.052|4.948 |14.74 |224 |
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|hgnetv2_b1.ssld_stage1_in22k_in1k|79.048|20.952 |94.882|5.118 |6.34 |288 |
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|hgnetv2_b1.ssld_stage2_ft_in1k |78.872|21.128 |94.492|5.508 |6.34 |224 |
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|hgnetv2_b0.ssld_stage2_ft_in1k |78.586|21.414 |94.388|5.612 |6.0 |288 |
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|hgnetv2_b1.ssld_stage1_in22k_in1k|78.05 |21.95 |94.182|5.818 |6.34 |224 |
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|hgnetv2_b0.ssld_stage1_in22k_in1k|78.026|21.974 |94.242|5.758 |6.0 |288 |
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|hgnetv2_b0.ssld_stage2_ft_in1k |77.342|22.658 |93.786|6.214 |6.0 |224 |
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|hgnetv2_b0.ssld_stage1_in22k_in1k|76.844|23.156 |93.612|6.388 |6.0 |224 |
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## Citation
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```bibtex
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@article{cui2021beyond,
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