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Reducio-VAE

VAE
Video-Generation
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@@ -53,13 +53,13 @@ Metrics on 1K Pexels validation set and UCF-101:
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  |Method|Downsample Factor|\\(\|z\|\\)|PSNR |SSIM |LPIPS |rFVD (Pexels)|rFVD (UCF-101)|
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  |---------|---------------------|------------------|------------|--------------------|--------------|----------------|------------|
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- |SD2.1-VAE|\\(\frac{T}{4}\times\frac{H}{32}\times\frac{W}{32}\\)|4|29.23|0.82|0.09|25.96|21.00|
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- |SDXL-VAE|\\(1\times8\times8\\)|16|30.54|0.85|0.08|19.87|23.68|
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- |OmniTokenizer|\\(4\times8\times8\\)|8|27.11|0.89|0.07|23.88|30.52|
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- |OpenSora-1.2|\\(4\times8\times8\\)|16|30.72|0.85|0.11|60.88|67.52|
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- |Cosmos Tokenizer|\\(8\times8\times8\\)|16|30.84|0.74|0.12|29.44|22.06|
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- |Cosmos Tokenizer|\\(8\times16\times16\\)|16|28.14|0.65|0.18|77.87|119.37|
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- |Reducio-VAE|\\(4\times32\times32\\)|16|35.88|0.94|0.05|17.88|65.17|
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  ## Citation
 
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  |Method|Downsample Factor|\\(\|z\|\\)|PSNR |SSIM |LPIPS |rFVD (Pexels)|rFVD (UCF-101)|
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  |---------|---------------------|------------------|------------|--------------------|--------------|----------------|------------|
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+ |SD2.1-VAE|1*8*8|4|29.23|0.82|0.09|25.96|21.00|
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+ |SDXL-VAE|1*8*8|16|30.54|0.85|0.08|19.87|23.68|
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+ |OmniTokenizer|4*8*8|8|27.11|0.89|0.07|23.88|30.52|
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+ |OpenSora-1.2|4*8*8|16|30.72|0.85|0.11|60.88|67.52|
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+ |Cosmos Tokenizer|8*8*8|16|30.84|0.74|0.12|29.44|22.06|
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+ |Cosmos Tokenizer|8*16*16|16|28.14|0.65|0.18|77.87|119.37|
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+ |Reducio-VAE|4*32*32|16|35.88|0.94|0.05|17.88|65.17|
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  ## Citation