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Adds more rate-distortion results for the
minnen-2018-neurips
model.
The model is from the paper: "Joint autoregressive and hierarchical priors for learned image compression" The new results include RD values for metrics that differ from the loss function (e.g. optimized for MS-SSIM and evaluated with PSNR). PiperOrigin-RevId: 405745486 Change-Id: I0cbb001edb40e446e03f5b2981b3dfd96554b8f1
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@@ -7,6 +7,7 @@ | |
# lambda value. | ||
# 2. We often graph MS-SSIM values in dB for visual clarity using: | ||
# ms_ssim_db = -10 * log10(1 - ms_ssim). | ||
# 3. This model was optimized for RGB MSE. | ||
# | ||
# If you have questions or corrections, please contact: | ||
# David Minnen ([email protected]) or George Toderici ([email protected]). | ||
|
24 changes: 24 additions & 0 deletions
24
results/image_compression/kodak/MS-SSIM_sRGB_RGB/minnen-2018-neurips-opt-msssim.txt
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@@ -0,0 +1,24 @@ | ||
# Aggregate rate-distortion data for "Minnen 2018 (NeurIPS)" on kodak. | ||
# The first column contains bits per pixel (bpp) values. | ||
# The second column contains MS-SSIM/sRGB/R'G'B' values. | ||
# | ||
# Notes: | ||
# 1. Aggregate values were calculated by averaging over a constant | ||
# lambda value. | ||
# 2. We often graph MS-SSIM values in dB for visual clarity using: | ||
# ms_ssim_db = -10 * log10(1 - ms_ssim). | ||
# 3. This model was optimized for RGB MS-SSIM. | ||
# | ||
# If you have questions or corrections, please contact: | ||
# David Minnen ([email protected]) or George Toderici ([email protected]). | ||
|
||
0.092495, 0.926154 | ||
0.196784, 0.963019 | ||
0.392549, 0.983832 | ||
0.580614, 0.989581 | ||
0.755953, 0.992419 | ||
0.945877, 0.994319 | ||
1.195109, 0.995809 | ||
1.425766, 0.996772 | ||
1.982975, 0.998191 | ||
2.641110, 0.999101 |
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Original file line number | Diff line number | Diff line change |
---|---|---|
|
@@ -7,6 +7,7 @@ | |
# lambda value. | ||
# 2. We often graph MS-SSIM values in dB for visual clarity using: | ||
# ms_ssim_db = -10 * log10(1 - ms_ssim). | ||
# 3. This model was optimized for RGB MSE. | ||
# | ||
# If you have questions or corrections, please contact: | ||
# David Minnen ([email protected]) or George Toderici ([email protected]). | ||
|
24 changes: 24 additions & 0 deletions
24
results/image_compression/kodak/MS-SSIM_sRGB_Y/minnen-2018-neurips-opt-msssim.txt
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---|---|---|
@@ -0,0 +1,24 @@ | ||
# Aggregate rate-distortion data for "Minnen 2018 (NeurIPS)" on kodak. | ||
# The first column contains bits per pixel (bpp) values. | ||
# The second column contains MS-SSIM/sRGB/Y' values. | ||
# | ||
# Notes: | ||
# 1. Aggregate values were calculated by averaging over a constant | ||
# lambda value. | ||
# 2. We often graph MS-SSIM values in dB for visual clarity using: | ||
# ms_ssim_db = -10 * log10(1 - ms_ssim). | ||
# 3. This model was optimized for RGB MS-SSIM. | ||
# | ||
# If you have questions or corrections, please contact: | ||
# David Minnen ([email protected]) or George Toderici ([email protected]). | ||
|
||
0.092495, 0.934947 | ||
0.196784, 0.968697 | ||
0.392549, 0.987169 | ||
0.580614, 0.992039 | ||
0.755953, 0.994383 | ||
0.945877, 0.995871 | ||
1.195109, 0.997060 | ||
1.425766, 0.997769 | ||
1.982975, 0.998721 | ||
2.641110, 0.999256 |
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Original file line number | Diff line number | Diff line change |
---|---|---|
|
@@ -5,6 +5,7 @@ | |
# Notes: | ||
# 1. Aggregate values were calculated by averaging over a constant | ||
# lambda value. | ||
# 2. This model was optimized for RGB MSE. | ||
# | ||
# If you have questions or corrections, please contact: | ||
# David Minnen ([email protected]) or George Toderici ([email protected]). | ||
|
22 changes: 22 additions & 0 deletions
22
results/image_compression/kodak/PSNR_sRGB_RGB/minnen-2018-neurips-opt-msssim.txt
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---|---|---|
@@ -0,0 +1,22 @@ | ||
# Aggregate rate-distortion data for "Minnen 2018 (NeurIPS)" on kodak. | ||
# The first column contains bits per pixel (bpp) values. | ||
# The second column contains PSNR/sRGB/R'G'B' values. | ||
# | ||
# Notes: | ||
# 1. Aggregate values were calculated by averaging over a constant | ||
# lambda value. | ||
# 2. This model was optimized for RGB MS-SSIM. | ||
# | ||
# If you have questions or corrections, please contact: | ||
# David Minnen ([email protected]) or George Toderici ([email protected]). | ||
|
||
0.092495, 25.376121 | ||
0.196784, 27.127567 | ||
0.392549, 29.273395 | ||
0.580614, 30.408266 | ||
0.755953, 31.429707 | ||
0.945877, 32.262988 | ||
1.195109, 33.434059 | ||
1.425766, 34.352065 | ||
1.982975, 35.366026 | ||
2.641110, 36.833078 |
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Original file line number | Diff line number | Diff line change |
---|---|---|
|
@@ -5,6 +5,7 @@ | |
# Notes: | ||
# 1. Aggregate values were calculated by averaging over a constant | ||
# lambda value. | ||
# 2. This model was optimized for RGB MSE. | ||
# | ||
# If you have questions or corrections, please contact: | ||
# David Minnen ([email protected]) or George Toderici ([email protected]). | ||
|
22 changes: 22 additions & 0 deletions
22
results/image_compression/kodak/PSNR_sRGB_Y/minnen-2018-neurips-opt-msssim.txt
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---|---|---|
@@ -0,0 +1,22 @@ | ||
# Aggregate rate-distortion data for "Minnen 2018 (NeurIPS)" on kodak. | ||
# The first column contains bits per pixel (bpp) values. | ||
# The second column contains PSNR/sRGB/Y' values. | ||
# | ||
# Notes: | ||
# 1. Aggregate values were calculated by averaging over a constant | ||
# lambda value. | ||
# 2. This model was optimized for RGB MS-SSIM. | ||
# | ||
# If you have questions or corrections, please contact: | ||
# David Minnen ([email protected]) or George Toderici ([email protected]). | ||
|
||
0.092495, 25.649601 | ||
0.196784, 27.390140 | ||
0.392549, 29.542959 | ||
0.580614, 30.716348 | ||
0.755953, 31.758289 | ||
0.945877, 32.604129 | ||
1.195109, 33.786184 | ||
1.425766, 34.708266 | ||
1.982975, 35.722294 | ||
2.641110, 37.149169 |
23 changes: 23 additions & 0 deletions
23
results/image_compression/tecnick/MS-SSIM_sRGB_RGB/minnen-2018-neurips-opt-mse.txt
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---|---|---|
@@ -0,0 +1,23 @@ | ||
# Aggregate rate-distortion data for "Minnen 2018 (NeurIPS)" on tecnick. | ||
# The first column contains bits per pixel (bpp) values. | ||
# The second column contains MS-SSIM/sRGB/R'G'B' values. | ||
# | ||
# Notes: | ||
# 1. Aggregate values were calculated by averaging over a constant | ||
# lambda value. | ||
# 2. We often graph MS-SSIM values in dB for visual clarity using: | ||
# ms_ssim_db = -10 * log10(1 - ms_ssim). | ||
# 3. This model was optimized for RGB MSE. | ||
# | ||
# If you have questions or corrections, please contact: | ||
# David Minnen ([email protected]) or George Toderici ([email protected]). | ||
|
||
0.066339, 0.929896 | ||
0.126793, 0.956899 | ||
0.198055, 0.969371 | ||
0.300435, 0.978856 | ||
0.433107, 0.984426 | ||
0.615165, 0.987542 | ||
0.891458, 0.992472 | ||
1.507765, 0.993967 | ||
2.425908, 0.998597 |
24 changes: 24 additions & 0 deletions
24
results/image_compression/tecnick/MS-SSIM_sRGB_RGB/minnen-2018-neurips-opt-msssim.txt
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Original file line number | Diff line number | Diff line change |
---|---|---|
@@ -0,0 +1,24 @@ | ||
# Aggregate rate-distortion data for "Minnen 2018 (NeurIPS)" on tecnick. | ||
# The first column contains bits per pixel (bpp) values. | ||
# The second column contains MS-SSIM/sRGB/R'G'B' values. | ||
# | ||
# Notes: | ||
# 1. Aggregate values were calculated by averaging over a constant | ||
# lambda value. | ||
# 2. We often graph MS-SSIM values in dB for visual clarity using: | ||
# ms_ssim_db = -10 * log10(1 - ms_ssim). | ||
# 3. This model was optimized for RGB MS-SSIM. | ||
# | ||
# If you have questions or corrections, please contact: | ||
# David Minnen ([email protected]) or George Toderici ([email protected]). | ||
|
||
0.080911, 0.951014 | ||
0.160159, 0.974363 | ||
0.306288, 0.986175 | ||
0.454266, 0.990466 | ||
0.603689, 0.991907 | ||
0.746582, 0.993437 | ||
0.933949, 0.996380 | ||
1.138409, 0.997145 | ||
1.642893, 0.998888 | ||
2.288673, 0.999601 |
23 changes: 23 additions & 0 deletions
23
results/image_compression/tecnick/MS-SSIM_sRGB_Y/minnen-2018-neurips-opt-mse.txt
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Original file line number | Diff line number | Diff line change |
---|---|---|
@@ -0,0 +1,23 @@ | ||
# Aggregate rate-distortion data for "Minnen 2018 (NeurIPS)" on tecnick. | ||
# The first column contains bits per pixel (bpp) values. | ||
# The second column contains MS-SSIM/sRGB/Y' values. | ||
# | ||
# Notes: | ||
# 1. Aggregate values were calculated by averaging over a constant | ||
# lambda value. | ||
# 2. We often graph MS-SSIM values in dB for visual clarity using: | ||
# ms_ssim_db = -10 * log10(1 - ms_ssim). | ||
# 3. This model was optimized for RGB MSE. | ||
# | ||
# If you have questions or corrections, please contact: | ||
# David Minnen ([email protected]) or George Toderici ([email protected]). | ||
|
||
0.066339, 0.940713 | ||
0.126793, 0.965870 | ||
0.198055, 0.976842 | ||
0.300435, 0.984967 | ||
0.433107, 0.989286 | ||
0.615165, 0.991224 | ||
0.891458, 0.995066 | ||
1.507765, 0.995029 | ||
2.425908, 0.998601 |
24 changes: 24 additions & 0 deletions
24
results/image_compression/tecnick/MS-SSIM_sRGB_Y/minnen-2018-neurips-opt-msssim.txt
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Original file line number | Diff line number | Diff line change |
---|---|---|
@@ -0,0 +1,24 @@ | ||
# Aggregate rate-distortion data for "Minnen 2018 (NeurIPS)" on tecnick. | ||
# The first column contains bits per pixel (bpp) values. | ||
# The second column contains MS-SSIM/sRGB/Y' values. | ||
# | ||
# Notes: | ||
# 1. Aggregate values were calculated by averaging over a constant | ||
# lambda value. | ||
# 2. We often graph MS-SSIM values in dB for visual clarity using: | ||
# ms_ssim_db = -10 * log10(1 - ms_ssim). | ||
# 3. This model was optimized for RGB MS-SSIM. | ||
# | ||
# If you have questions or corrections, please contact: | ||
# David Minnen ([email protected]) or George Toderici ([email protected]). | ||
|
||
0.080911, 0.961266 | ||
0.160159, 0.981464 | ||
0.306288, 0.990734 | ||
0.454266, 0.993507 | ||
0.603689, 0.994009 | ||
0.746582, 0.994754 | ||
0.933949, 0.996996 | ||
1.138409, 0.997298 | ||
1.642893, 0.998564 | ||
2.288673, 0.999301 |
21 changes: 21 additions & 0 deletions
21
results/image_compression/tecnick/PSNR_sRGB_RGB/minnen-2018-neurips-opt-mse.txt
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Original file line number | Diff line number | Diff line change |
---|---|---|
@@ -0,0 +1,21 @@ | ||
# Aggregate rate-distortion data for "Minnen 2018 (NeurIPS)" on tecnick. | ||
# The first column contains bits per pixel (bpp) values. | ||
# The second column contains PSNR/sRGB/R'G'B' values. | ||
# | ||
# Notes: | ||
# 1. Aggregate values were calculated by averaging over a constant | ||
# lambda value. | ||
# 2. This model was optimized for RGB MSE. | ||
# | ||
# If you have questions or corrections, please contact: | ||
# David Minnen ([email protected]) or George Toderici ([email protected]). | ||
|
||
0.066339, 28.965528 | ||
0.126793, 31.079284 | ||
0.198055, 32.687878 | ||
0.300435, 34.398752 | ||
0.433107, 35.946612 | ||
0.615165, 37.722166 | ||
0.891458, 39.611830 | ||
1.507765, 41.990448 | ||
2.425908, 44.665837 |
22 changes: 22 additions & 0 deletions
22
results/image_compression/tecnick/PSNR_sRGB_RGB/minnen-2018-neurips-opt-msssim.txt
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Original file line number | Diff line number | Diff line change |
---|---|---|
@@ -0,0 +1,22 @@ | ||
# Aggregate rate-distortion data for "Minnen 2018 (NeurIPS)" on tecnick. | ||
# The first column contains bits per pixel (bpp) values. | ||
# The second column contains PSNR/sRGB/R'G'B' values. | ||
# | ||
# Notes: | ||
# 1. Aggregate values were calculated by averaging over a constant | ||
# lambda value. | ||
# 2. This model was optimized for RGB MS-SSIM. | ||
# | ||
# If you have questions or corrections, please contact: | ||
# David Minnen ([email protected]) or George Toderici ([email protected]). | ||
|
||
0.080911, 28.398745 | ||
0.160159, 30.914357 | ||
0.306288, 33.294199 | ||
0.454266, 34.433899 | ||
0.603689, 34.074921 | ||
0.746582, 35.197386 | ||
0.933949, 37.481802 | ||
1.138409, 37.472761 | ||
1.642893, 40.178975 | ||
2.288673, 42.459618 |
21 changes: 21 additions & 0 deletions
21
results/image_compression/tecnick/PSNR_sRGB_Y/minnen-2018-neurips-opt-mse.txt
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Original file line number | Diff line number | Diff line change |
---|---|---|
@@ -0,0 +1,21 @@ | ||
# Aggregate rate-distortion data for "Minnen 2018 (NeurIPS)" on tecnick. | ||
# The first column contains bits per pixel (bpp) values. | ||
# The second column contains PSNR/sRGB/Y' values. | ||
# | ||
# Notes: | ||
# 1. Aggregate values were calculated by averaging over a constant | ||
# lambda value. | ||
# 2. This model was optimized for RGB MSE. | ||
# | ||
# If you have questions or corrections, please contact: | ||
# David Minnen ([email protected]) or George Toderici ([email protected]). | ||
|
||
0.066339, 29.777202 | ||
0.126793, 32.033807 | ||
0.198055, 33.726933 | ||
0.300435, 35.537657 | ||
0.433107, 37.251376 | ||
0.615165, 39.197575 | ||
0.891458, 41.241810 | ||
1.507765, 43.867296 | ||
2.425908, 46.926605 |
22 changes: 22 additions & 0 deletions
22
results/image_compression/tecnick/PSNR_sRGB_Y/minnen-2018-neurips-opt-msssim.txt
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
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Original file line number | Diff line number | Diff line change |
---|---|---|
@@ -0,0 +1,22 @@ | ||
# Aggregate rate-distortion data for "Minnen 2018 (NeurIPS)" on tecnick. | ||
# The first column contains bits per pixel (bpp) values. | ||
# The second column contains PSNR/sRGB/Y' values. | ||
# | ||
# Notes: | ||
# 1. Aggregate values were calculated by averaging over a constant | ||
# lambda value. | ||
# 2. This model was optimized for RGB MS-SSIM. | ||
# | ||
# If you have questions or corrections, please contact: | ||
# David Minnen ([email protected]) or George Toderici ([email protected]). | ||
|
||
0.080911, 29.202483 | ||
0.160159, 31.800084 | ||
0.306288, 34.285628 | ||
0.454266, 35.484328 | ||
0.603689, 34.855820 | ||
0.746582, 36.111850 | ||
0.933949, 38.659114 | ||
1.138409, 38.393590 | ||
1.642893, 41.480828 | ||
2.288673, 43.954690 |