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+# Benchmark results
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+## dataset
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+ photo_set: 300 various photos.
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+ art_set : 90 artworks (PNG only).
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+
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+## 2x upscaling model
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+
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+| Dataset/Model | anime\_style\_art(Y) | anime\_style\_art\_rgb | photo | ukbench|
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+|---------------|----------------------|------------------------|---------|--------|
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+| photo\_test | 29.83 | 29.81 |**29.89**| 29.86 |
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+| art\_test | 36.02 | **36.24**| 34.92 | 34.85 |
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+
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+The evaluation metric is PSNR(Y only), higher is better.
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+
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+## Denosing level 1 model
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+
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+| Dataset/Model | anime\_style\_art | anime\_style\_art\_rgb | photo |
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+|--------------------------|-------------------|------------------------|---------|
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+| photo\_test Quality 80 | 36.07 | **36.20**| 36.01 |
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+| photo\_test Quality 50,45| 31.72 | 32.01 |**32.31**|
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+| art\_test Quality 80 | 40.39 | **42.48**| 40.35 |
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+| art\_test Quality 50,45 | 35.45 | **36.70**| 36.27 |
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+
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+The evaluation metric is PSNR(RGB), higher is better.
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+
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+## Denosing level 2 model
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+
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+| Dataset/Model | anime\_style\_art | anime\_style\_art\_rgb | photo |
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+|--------------------------|-------------------|------------------------|---------|
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+| photo\_test Quality 80 | 34.03 | 34.42 |**36.06**|
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+| photo\_test Quality 50,45| 31.95 | 32.31 |**32.42**|
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+| art\_test Quality 80 | 39.20 | **41.12**| 40.48 |
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+| art\_test Quality 50,45 | 36.14 | **37.78**| 36.55 |
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+
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+The evaluation metric is PSNR(RGB), higher is better.
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nagadomi