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Update README.md

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@@ -17,13 +17,13 @@ A lightweight UNet with single-block levels and sliding window attention.
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  Reconstruction quality, from good to worst:
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  - U-docling (this repo)
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- - U-dae
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- - U-dae-nll
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- - Eq-sae-cielab
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- - Eq-sae-cielab-8
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- - vae-f16-c4-kv
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- - vae-f16-c4
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- - vae-f16-c8
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  ## References
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  Reconstruction quality, from good to worst:
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  - U-docling (this repo)
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+ - U-DAE
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+ - U-DAE-NLL
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+ - EQ-SAE-CIELAB
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+ - EQ-SAE-CIELAB-c8
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+ - VAE-f16-c4-kv
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+ - VAE-f16-c4
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+ - VAE-f16-c8
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  ## References
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