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Add pretraind srresnet_12l model; Update benchmark

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nagadomi 2016-12-08 06:15:23 +09:00
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32
appendix/benchmark.md
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@ -16,33 +16,33 @@ Urban100: https://github.com/jbhuang0604/SelfExSR
### 2x - PSNR
| Dataset/Model | Bicubic | vgg\_7/photo | upconv\_7/photo | upconv\_7l/photo |
|---------------|---------------|---------------|------------------|------------------|
| BSD100 | 29.558 | 31.427 | 31.640 | 31.749 |
| Urban100 | 26.852 | 30.057 | 30.477 | 30.759 |
| Dataset/Model | Bicubic | vgg\_7/photo | upconv\_7/photo | upconv\_7l/photo | srresnet_12l/photo |
|---------------|---------------|---------------|------------------|------------------|--------------------|
| BSD100 | 29.558 | 31.427 | 31.640 | 31.749 | 31.847 |
| Urban100 | 26.852 | 30.057 | 30.477 | 30.759 | 31.016 |
### 2x with TTA - PSNR
Note: TTA is an ensemble technique that is supported by waifu2x. TTA method is 8x slower than non TTA method but it improves PSNR (~+0.1 on photo, ~+0.4 on art).
| Dataset/Model | Bicubic | vgg\_7/photo | upconv\_7/photo | upconv\_7l/photo |
|---------------|---------------|---------------|------------------|------------------|
| BSD100 | 29.558 | 31.474 | 31.705 | 31.812 |
| Urban100 | 26.852 | 30.140 | 30.599 | 30.868 |
| Dataset/Model | Bicubic | vgg\_7/photo | upconv\_7/photo | upconv\_7l/photo | srresnet_12l/photo |
|---------------|---------------|---------------|------------------|------------------|--------------------|
| BSD100 | 29.558 | 31.474 | 31.705 | 31.812 | 31.915 |
| Urban100 | 26.852 | 30.140 | 30.599 | 30.868 | 31.162 |
### 2x - benchmark elapsed time (sec)
| Dataset/Model | vgg\_7/photo | upconv\_7/photo | upconv\_7l/photo |
|---------------|---------------|------------------|------------------|
| BSD100 | 4.057 | 2.509 | 4.947 |
| Urban100 | 16.349 | 7.083 | 14.178 |
| Dataset/Model | vgg\_7/photo | upconv\_7/photo | upconv\_7l/photo | srresnet_12l/photo |
|---------------|---------------|------------------|------------------|--------------------|
| BSD100 | 4.057 | 2.509 | 4.947 | 6.86 |
| Urban100 | 16.349 | 7.083 | 14.178 | 27.87 |
### 2x with TTA - benchmark elapsed time (sec)
| Dataset/Model | vgg\_7/photo | upconv\_7/photo | upconv\_7l/photo |
|---------------|---------------|------------------|------------------|
| BSD100 | 36.611 | 20.219 | 42.486 |
| Urban100 | 132.416 | 65.125 | 129.916 |
| Dataset/Model | vgg\_7/photo | upconv\_7/photo | upconv\_7l/photo | srresnet_12l/photo |
|---------------|---------------|------------------|------------------|--------------------|
| BSD100 | 36.611 | 20.219 | 42.486 | 60.38 |
| Urban100 | 132.416 | 65.125 | 129.916 | 255.20 |
## Art

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models/srresnet_12l/README.md Normal file
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Currently, this models are for the benchmark.

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models/srresnet_12l/photo/scale2.0x_model.t7 Normal file
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