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Adds more rate-distortion results for the minnen-2018-neurips model.
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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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minnend authored and copybara-github committed Oct 26, 2021
1 parent 12b66d3 commit c60a5a9
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# 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]).
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# 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
Original file line number Diff line number Diff line change
Expand Up @@ -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]).
Expand Down
Original file line number Diff line number Diff line change
@@ -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
Original file line number Diff line number Diff line change
Expand Up @@ -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]).
Expand Down
Original file line number Diff line number Diff line change
@@ -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
Original file line number Diff line number Diff line change
Expand Up @@ -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]).
Expand Down
Original file line number Diff line number Diff line change
@@ -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
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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
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
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
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
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@@ -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
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
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
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

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