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Reducio-VAE

Video-Generation

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@@ -51,15 +51,15 @@ import torch
 Metrics on 1K Pexels validation set and UCF-101:
-|Method|Downsample Factor|\\(\|z\|\\)|PSNR |SSIM |LPIPS |rFVD (Pexels)|rFVD (UCF-101)|
 |---------|---------------------|------------------|------------|--------------------|--------------|----------------|------------|
-|SD2.1-VAE|1*8*8|4|29.23|0.82|0.09|25.96|21.00|
-|SDXL-VAE|1*8*8|16|30.54|0.85|0.08|19.87|23.68|
-|OmniTokenizer|4*8*8|8|27.11|0.89|0.07|23.88|30.52|
-|OpenSora-1.2|4*8*8|16|30.72|0.85|0.11|60.88|67.52|
-|Cosmos Tokenizer|8*8*8|16|30.84|0.74|0.12|29.44|22.06|
-|Cosmos Tokenizer|8*16*16|16|28.14|0.65|0.18|77.87|119.37|
-|Reducio-VAE|4*32*32|16|35.88|0.94|0.05|17.88|65.17|
 ## Citation

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