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Upload benchopt results for div2k_gaussian_deblurring

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  1. div2k_gaussian_deblurring.csv +10 -8
div2k_gaussian_deblurring.csv CHANGED
@@ -5,15 +5,8 @@ base_seed,objective_name,obj_description,solver_name,solver_description,dataset_
5
  0,DIV2K Gaussian Deblurring,,DPIR[sigma=0.1],,"DIV2K[debug=False,img_size=256,noise=GaussianNoise,physics=Blur,sigma=0.1]",0,Iteration,objective.py,solvers/dpir.py,0.1,datasets/div2k.py,Blur,GaussianNoise,0.1,256,False,1,5.657784640789032e-07,17.858822135925294,3.0533818730543985,10.321947484016418,2.9452468089698667,37.1449516909197,,Linux,x86_64,6.12.63+deb13-amd64,#1 SMP PREEMPT_DYNAMIC Debian 6.12.63-1 (2025-12-30),32,Intel(R) Xeon(R) Gold 6142 CPU @ 2.60GHz,124,NVIDIA GeForce RTX 2080 Ti: cuda_12.4,2.4.3,,1.17.1,,2026-04-07T15:05:55.990232,,,,,,,,,
6
  0,DIV2K Gaussian Deblurring,,DPIR[sigma=0.2],,"DIV2K[debug=False,img_size=256,noise=GaussianNoise,physics=Blur,sigma=0.1]",0,Run_once,objective.py,solvers/dpir.py,0.2,datasets/div2k.py,Blur,GaussianNoise,0.1,256,False,1,6.598420441150665e-07,17.440333890914918,2.921983890679231,10.361969566345214,2.213739707309572,35.47245547827333,,Linux,x86_64,6.12.63+deb13-amd64,#1 SMP PREEMPT_DYNAMIC Debian 6.12.63-1 (2025-12-30),32,Intel(R) Xeon(R) Gold 6142 CPU @ 2.60GHz,124,NVIDIA GeForce RTX 2080 Ti: cuda_12.4,2.4.3,,1.17.1,,2026-04-07T15:05:55.990232,,,,,,,,,
7
  0,DIV2K Gaussian Deblurring,,RAM,,"DIV2K[debug=False,img_size=256,noise=GaussianNoise,physics=Blur,sigma=0.1]",0,Iteration,objective.py,solvers/ram.py,,datasets/div2k.py,Blur,GaussianNoise,0.1,256,False,1,9.811483323574066e-07,22.266348705291747,2.4703343170638785,9.388980169296264,3.014991747277647,26.028988297097385,,Linux,x86_64,6.12.63+deb13-amd64,#1 SMP PREEMPT_DYNAMIC Debian 6.12.63-1 (2025-12-30),32,Intel(R) Xeon(R) Gold 6142 CPU @ 2.60GHz,124,NVIDIA GeForce RTX 2080 Ti: cuda_12.4,2.4.3,,1.17.1,,2026-04-07T15:05:55.990232,,,,,,,,,
8
- 0,DIV2K Inpainting (30% random),,"DDRM[denoiser=DRUNet,zeta=0.95]",,"DIV2K[debug=False,img_size=256,mask=0.3,noise=ZeroNoise,physics=Inpainting]",0,Iteration,objective.py,solvers/ddrm.py,,datasets/div2k.py,Inpainting,ZeroNoise,,256,False,1,5.75091689825058e-07,27.42340137481689,2.4760939826046497,,,,,Linux,x86_64,6.12.63+deb13-amd64,#1 SMP PREEMPT_DYNAMIC Debian 6.12.63-1 (2025-12-30),32,Intel(R) Xeon(R) Gold 6142 CPU @ 2.60GHz,124,NVIDIA GeForce RTX 2080 Ti: cuda_12.4,2.4.3,,1.17.1,,2026-04-11T11:55:55.530657,DRUNet,0.95,0.3,0.1004929324612021,0.0394087503783761,,,,
9
- 0,DIV2K Inpainting (30% random),,"DDRM[denoiser=DiffUNet,zeta=0.95]",,"DIV2K[debug=False,img_size=256,mask=0.3,noise=ZeroNoise,physics=Inpainting]",0,Run_once,objective.py,solvers/ddrm.py,,datasets/div2k.py,Inpainting,ZeroNoise,,256,False,1,7.390044629573822e-07,27.043712940216064,2.6797725277076383,,,,,Linux,x86_64,6.12.63+deb13-amd64,#1 SMP PREEMPT_DYNAMIC Debian 6.12.63-1 (2025-12-30),32,Intel(R) Xeon(R) Gold 6142 CPU @ 2.60GHz,124,NVIDIA GeForce RTX 2080 Ti: cuda_12.4,2.4.3,,1.17.1,,2026-04-11T11:55:55.530657,DiffUNet,0.95,0.3,0.0921428049728274,0.0352447517731868,,,,
10
- 0,DIV2K Inpainting (30% random),,"DiffPIR[denoiser=DRUNet,zeta=0.95]",,"DIV2K[debug=False,img_size=256,mask=0.3,noise=ZeroNoise,physics=Inpainting]",0,Iteration,objective.py,solvers/diffpir.py,,datasets/div2k.py,Inpainting,ZeroNoise,,256,False,1,6.887130439281464e-07,25.222448806762696,2.1957195644178067,,,,,Linux,x86_64,6.12.63+deb13-amd64,#1 SMP PREEMPT_DYNAMIC Debian 6.12.63-1 (2025-12-30),32,Intel(R) Xeon(R) Gold 6142 CPU @ 2.60GHz,124,NVIDIA GeForce RTX 2080 Ti: cuda_12.4,2.4.3,,1.17.1,,2026-04-11T11:55:55.530657,DRUNet,0.95,0.3,0.2480425709858536,0.101572270692584,,,,
11
- 0,DIV2K Inpainting (30% random),,"DiffPIR[denoiser=DiffUNet,zeta=0.95]",,"DIV2K[debug=False,img_size=256,mask=0.3,noise=ZeroNoise,physics=Inpainting]",0,Run_once,objective.py,solvers/diffpir.py,,datasets/div2k.py,Inpainting,ZeroNoise,,256,False,1,6.426125764846802e-07,25.286905784606933,2.137542309427372,,,,,Linux,x86_64,6.12.63+deb13-amd64,#1 SMP PREEMPT_DYNAMIC Debian 6.12.63-1 (2025-12-30),32,Intel(R) Xeon(R) Gold 6142 CPU @ 2.60GHz,124,NVIDIA GeForce RTX 2080 Ti: cuda_12.4,2.4.3,,1.17.1,,2026-04-11T11:55:55.530657,DiffUNet,0.95,0.3,0.2412860993295908,0.098427047752365,,,,
12
- 0,DIV2K Inpainting (30% random),,DPIR[sigma=0.05],,"DIV2K[debug=False,img_size=256,mask=0.3,noise=ZeroNoise,physics=Inpainting]",0,Iteration,objective.py,solvers/dpir.py,0.05,datasets/div2k.py,Inpainting,ZeroNoise,,256,False,1,9.075738489627838e-07,9.512997033596038,4.2481572788971205,,,,,Linux,x86_64,6.12.63+deb13-amd64,#1 SMP PREEMPT_DYNAMIC Debian 6.12.63-1 (2025-12-30),32,Intel(R) Xeon(R) Gold 6142 CPU @ 2.60GHz,124,NVIDIA GeForce RTX 2080 Ti: cuda_12.4,2.4.3,,1.17.1,,2026-04-11T11:55:55.530657,,,0.3,1.0076090753078462,0.2238320048788994,,,,
13
- 0,DIV2K Inpainting (30% random),,DPIR[sigma=0.1],,"DIV2K[debug=False,img_size=256,mask=0.3,noise=ZeroNoise,physics=Inpainting]",0,Run_once,objective.py,solvers/dpir.py,0.1,datasets/div2k.py,Inpainting,ZeroNoise,,256,False,1,7.59027898311615e-07,10.201244723796844,4.497850527841695,,,,,Linux,x86_64,6.12.63+deb13-amd64,#1 SMP PREEMPT_DYNAMIC Debian 6.12.63-1 (2025-12-30),32,Intel(R) Xeon(R) Gold 6142 CPU @ 2.60GHz,124,NVIDIA GeForce RTX 2080 Ti: cuda_12.4,2.4.3,,1.17.1,,2026-04-11T11:55:55.530657,,,0.3,0.9407196876406668,0.2290920590869099,,,,
14
  0,DIV2K Inpainting (30% random),,DPS[denoiser=DRUNet],,"DIV2K[debug=False,img_size=256,mask=0.3,noise=ZeroNoise,physics=Inpainting]",0,Iteration,objective.py,solvers/dps.py,,datasets/div2k.py,Inpainting,ZeroNoise,,256,False,1,5.51808625459671e-07,24.260642375946045,3.4106252093935763,,,,,Linux,x86_64,6.12.63+deb13-amd64,#1 SMP PREEMPT_DYNAMIC Debian 6.12.63-1 (2025-12-30),32,Intel(R) Xeon(R) Gold 6142 CPU @ 2.60GHz,124,NVIDIA GeForce RTX 2080 Ti: cuda_12.4,2.4.3,,1.17.1,,2026-04-11T11:55:55.530657,DRUNet,,0.3,0.316357084531337,0.1287354968708274,,,,
15
  0,DIV2K Inpainting (30% random),,DPS[denoiser=DiffUNet],,"DIV2K[debug=False,img_size=256,mask=0.3,noise=ZeroNoise,physics=Inpainting]",0,Run_once,objective.py,solvers/dps.py,,datasets/div2k.py,Inpainting,ZeroNoise,,256,False,1,7.199123501777649e-07,24.511151523590087,3.3610779747941706,,,,,Linux,x86_64,6.12.63+deb13-amd64,#1 SMP PREEMPT_DYNAMIC Debian 6.12.63-1 (2025-12-30),32,Intel(R) Xeon(R) Gold 6142 CPU @ 2.60GHz,124,NVIDIA GeForce RTX 2080 Ti: cuda_12.4,2.4.3,,1.17.1,,2026-04-11T11:55:55.530657,DiffUNet,,0.3,0.2762089168094098,0.121252160514689,,,,
16
- 0,DIV2K Inpainting (30% random),,RAM,,"DIV2K[debug=False,img_size=256,mask=0.3,noise=ZeroNoise,physics=Inpainting]",0,Iteration,objective.py,solvers/ram.py,,datasets/div2k.py,Inpainting,ZeroNoise,,256,False,1,1.259148120880127e-06,27.198805465698243,2.317799204669352,,,,,Linux,x86_64,6.12.63+deb13-amd64,#1 SMP PREEMPT_DYNAMIC Debian 6.12.63-1 (2025-12-30),32,Intel(R) Xeon(R) Gold 6142 CPU @ 2.60GHz,124,NVIDIA GeForce RTX 2080 Ti: cuda_12.4,2.4.3,,1.17.1,,2026-04-11T11:55:55.530657,,,0.3,0.1337065869569778,0.0506720215186471,,,,
17
  0,DIV2K Gaussian Deblurring,,"DiffPIR[denoiser=DRUNet,zeta=0.45]",,"DIV2K[debug=False,img_size=256,noise=GaussianNoise,physics=Blur,sigma=0.05,sigma_blur=2]",0,Iteration,objective.py,solvers/diffpir.py,,datasets/div2k.py,Blur,GaussianNoise,0.05,256,False,1,1.085922122001648e-06,24.17138952255249,2.406142580134069,,,,,Linux,x86_64,6.12.63+deb13-amd64,#1 SMP PREEMPT_DYNAMIC Debian 6.12.63-1 (2025-12-30),32,Intel(R) Xeon(R) Gold 6142 CPU @ 2.60GHz,124,NVIDIA GeForce RTX 2080 Ti: cuda_12.4,2.4.3,,1.17.1,,2026-04-11T12:01:11.057002,DRUNet,0.45,,0.3260552543401718,0.1070211365900838,2.0,,,
18
  0,DIV2K Gaussian Deblurring,,"DiffPIR[denoiser=DiffUNet,zeta=0.45]",,"DIV2K[debug=False,img_size=256,noise=GaussianNoise,physics=Blur,sigma=0.05,sigma_blur=2]",0,Run_once,objective.py,solvers/diffpir.py,,datasets/div2k.py,Blur,GaussianNoise,0.05,256,False,1,8.400529623031616e-07,23.993534927368163,2.395499908520699,,,,,Linux,x86_64,6.12.63+deb13-amd64,#1 SMP PREEMPT_DYNAMIC Debian 6.12.63-1 (2025-12-30),32,Intel(R) Xeon(R) Gold 6142 CPU @ 2.60GHz,124,NVIDIA GeForce RTX 2080 Ti: cuda_12.4,2.4.3,,1.17.1,,2026-04-11T12:01:11.057002,DiffUNet,0.45,,0.2807864724099636,0.1019256271680013,2.0,,,
19
  0,DIV2K Gaussian Deblurring,,DPIR[sigma=0.1],,"DIV2K[debug=False,img_size=256,noise=GaussianNoise,physics=Blur,sigma=0.05,sigma_blur=2]",0,Iteration,objective.py,solvers/dpir.py,0.1,datasets/div2k.py,Blur,GaussianNoise,0.05,256,False,1,6.677582859992981e-07,24.423824520111083,2.4849584437311165,,,,,Linux,x86_64,6.12.63+deb13-amd64,#1 SMP PREEMPT_DYNAMIC Debian 6.12.63-1 (2025-12-30),32,Intel(R) Xeon(R) Gold 6142 CPU @ 2.60GHz,124,NVIDIA GeForce RTX 2080 Ti: cuda_12.4,2.4.3,,1.17.1,,2026-04-11T12:01:11.057002,,,,0.4189996023476123,0.1156051898367995,2.0,,,
@@ -26,4 +19,13 @@ base_seed,objective_name,obj_description,solver_name,solver_description,dataset_
26
  0,DIV2K Super Resolution (2x),,DPIR[sigma=0.1],,"DIV2K[debug=False,factor=2,filter=bicubic,img_size=256,noise=ZeroNoise,physics=Downsampling]",0,Iteration,objective.py,solvers/dpir.py,0.1,datasets/div2k.py,Downsampling,ZeroNoise,,256,False,1,6.170012056827545e-07,26.85823137283325,2.284362467137336,,,,,Linux,x86_64,6.12.85+deb13-amd64,#1 SMP PREEMPT_DYNAMIC Debian 6.12.85-1 (2026-04-30),32,Intel(R) Xeon(R) Gold 6142 CPU @ 2.60GHz,124,NVIDIA GeForce RTX 2080 Ti: cuda_12.4,2.4.4,,1.17.1,,2026-05-06T07:41:57.359912,,,,0.3200232046842575,0.1174209681145473,,2.0,bicubic,
27
  0,DIV2K Super Resolution (2x),,DPIR[sigma=0.2],,"DIV2K[debug=False,factor=2,filter=bicubic,img_size=256,noise=ZeroNoise,physics=Downsampling]",0,Run_once,objective.py,solvers/dpir.py,0.2,datasets/div2k.py,Downsampling,ZeroNoise,,256,False,1,6.310001481324434e-07,24.43956060409546,2.201862720333501,,,,,Linux,x86_64,6.12.85+deb13-amd64,#1 SMP PREEMPT_DYNAMIC Debian 6.12.85-1 (2026-04-30),32,Intel(R) Xeon(R) Gold 6142 CPU @ 2.60GHz,124,NVIDIA GeForce RTX 2080 Ti: cuda_12.4,2.4.4,,1.17.1,,2026-05-06T07:41:57.359912,,,,0.427978121265769,0.1345204166580389,,2.0,bicubic,
28
  0,DIV2K Super Resolution (2x),,"DPS[denoiser=DRUNet,max_iter=1000]",,"DIV2K[debug=False,factor=2,filter=bicubic,img_size=256,noise=ZeroNoise,physics=Downsampling]",0,Iteration,objective.py,solvers/dps.py,,datasets/div2k.py,Downsampling,ZeroNoise,,256,False,1,7.190101314336061e-07,24.16927782058716,3.2080057308192256,,,,,Linux,x86_64,6.12.85+deb13-amd64,#1 SMP PREEMPT_DYNAMIC Debian 6.12.85-1 (2026-04-30),32,Intel(R) Xeon(R) Gold 6142 CPU @ 2.60GHz,124,NVIDIA GeForce RTX 2080 Ti: cuda_12.4,2.4.4,,1.17.1,,2026-05-06T07:41:57.359912,DRUNet,,,0.3949335538595915,0.1279482811407856,,2.0,bicubic,1000.0
29
- 0,DIV2K Super Resolution (2x),,"DPS[denoiser=DiffUNet,max_iter=1000]",,"DIV2K[debug=False,factor=2,filter=bicubic,img_size=256,noise=ZeroNoise,physics=Downsampling]",0,Run_once,objective.py,solvers/dps.py,,datasets/div2k.py,Downsampling,ZeroNoise,,256,False,1,8.589995559304953e-07,24.72718141555786,3.5911249208525278,,,,,Linux,x86_64,6.12.85+deb13-amd64,#1 SMP PREEMPT_DYNAMIC Debian 6.12.85-1 (2026-04-30),32,Intel(R) Xeon(R) Gold 6142 CPU @ 2.60GHz,124,NVIDIA GeForce RTX 2080 Ti: cuda_12.4,2.4.4,,1.17.1,,2026-05-06T07:41:57.359912,DiffUNet,,,0.3485465250909328,0.1335341713865372,,2.0,bicubic,1000.0
 
 
 
 
 
 
 
 
 
 
5
  0,DIV2K Gaussian Deblurring,,DPIR[sigma=0.1],,"DIV2K[debug=False,img_size=256,noise=GaussianNoise,physics=Blur,sigma=0.1]",0,Iteration,objective.py,solvers/dpir.py,0.1,datasets/div2k.py,Blur,GaussianNoise,0.1,256,False,1,5.657784640789032e-07,17.858822135925294,3.0533818730543985,10.321947484016418,2.9452468089698667,37.1449516909197,,Linux,x86_64,6.12.63+deb13-amd64,#1 SMP PREEMPT_DYNAMIC Debian 6.12.63-1 (2025-12-30),32,Intel(R) Xeon(R) Gold 6142 CPU @ 2.60GHz,124,NVIDIA GeForce RTX 2080 Ti: cuda_12.4,2.4.3,,1.17.1,,2026-04-07T15:05:55.990232,,,,,,,,,
6
  0,DIV2K Gaussian Deblurring,,DPIR[sigma=0.2],,"DIV2K[debug=False,img_size=256,noise=GaussianNoise,physics=Blur,sigma=0.1]",0,Run_once,objective.py,solvers/dpir.py,0.2,datasets/div2k.py,Blur,GaussianNoise,0.1,256,False,1,6.598420441150665e-07,17.440333890914918,2.921983890679231,10.361969566345214,2.213739707309572,35.47245547827333,,Linux,x86_64,6.12.63+deb13-amd64,#1 SMP PREEMPT_DYNAMIC Debian 6.12.63-1 (2025-12-30),32,Intel(R) Xeon(R) Gold 6142 CPU @ 2.60GHz,124,NVIDIA GeForce RTX 2080 Ti: cuda_12.4,2.4.3,,1.17.1,,2026-04-07T15:05:55.990232,,,,,,,,,
7
  0,DIV2K Gaussian Deblurring,,RAM,,"DIV2K[debug=False,img_size=256,noise=GaussianNoise,physics=Blur,sigma=0.1]",0,Iteration,objective.py,solvers/ram.py,,datasets/div2k.py,Blur,GaussianNoise,0.1,256,False,1,9.811483323574066e-07,22.266348705291747,2.4703343170638785,9.388980169296264,3.014991747277647,26.028988297097385,,Linux,x86_64,6.12.63+deb13-amd64,#1 SMP PREEMPT_DYNAMIC Debian 6.12.63-1 (2025-12-30),32,Intel(R) Xeon(R) Gold 6142 CPU @ 2.60GHz,124,NVIDIA GeForce RTX 2080 Ti: cuda_12.4,2.4.3,,1.17.1,,2026-04-07T15:05:55.990232,,,,,,,,,
 
 
 
 
 
 
8
  0,DIV2K Inpainting (30% random),,DPS[denoiser=DRUNet],,"DIV2K[debug=False,img_size=256,mask=0.3,noise=ZeroNoise,physics=Inpainting]",0,Iteration,objective.py,solvers/dps.py,,datasets/div2k.py,Inpainting,ZeroNoise,,256,False,1,5.51808625459671e-07,24.260642375946045,3.4106252093935763,,,,,Linux,x86_64,6.12.63+deb13-amd64,#1 SMP PREEMPT_DYNAMIC Debian 6.12.63-1 (2025-12-30),32,Intel(R) Xeon(R) Gold 6142 CPU @ 2.60GHz,124,NVIDIA GeForce RTX 2080 Ti: cuda_12.4,2.4.3,,1.17.1,,2026-04-11T11:55:55.530657,DRUNet,,0.3,0.316357084531337,0.1287354968708274,,,,
9
  0,DIV2K Inpainting (30% random),,DPS[denoiser=DiffUNet],,"DIV2K[debug=False,img_size=256,mask=0.3,noise=ZeroNoise,physics=Inpainting]",0,Run_once,objective.py,solvers/dps.py,,datasets/div2k.py,Inpainting,ZeroNoise,,256,False,1,7.199123501777649e-07,24.511151523590087,3.3610779747941706,,,,,Linux,x86_64,6.12.63+deb13-amd64,#1 SMP PREEMPT_DYNAMIC Debian 6.12.63-1 (2025-12-30),32,Intel(R) Xeon(R) Gold 6142 CPU @ 2.60GHz,124,NVIDIA GeForce RTX 2080 Ti: cuda_12.4,2.4.3,,1.17.1,,2026-04-11T11:55:55.530657,DiffUNet,,0.3,0.2762089168094098,0.121252160514689,,,,
 
10
  0,DIV2K Gaussian Deblurring,,"DiffPIR[denoiser=DRUNet,zeta=0.45]",,"DIV2K[debug=False,img_size=256,noise=GaussianNoise,physics=Blur,sigma=0.05,sigma_blur=2]",0,Iteration,objective.py,solvers/diffpir.py,,datasets/div2k.py,Blur,GaussianNoise,0.05,256,False,1,1.085922122001648e-06,24.17138952255249,2.406142580134069,,,,,Linux,x86_64,6.12.63+deb13-amd64,#1 SMP PREEMPT_DYNAMIC Debian 6.12.63-1 (2025-12-30),32,Intel(R) Xeon(R) Gold 6142 CPU @ 2.60GHz,124,NVIDIA GeForce RTX 2080 Ti: cuda_12.4,2.4.3,,1.17.1,,2026-04-11T12:01:11.057002,DRUNet,0.45,,0.3260552543401718,0.1070211365900838,2.0,,,
11
  0,DIV2K Gaussian Deblurring,,"DiffPIR[denoiser=DiffUNet,zeta=0.45]",,"DIV2K[debug=False,img_size=256,noise=GaussianNoise,physics=Blur,sigma=0.05,sigma_blur=2]",0,Run_once,objective.py,solvers/diffpir.py,,datasets/div2k.py,Blur,GaussianNoise,0.05,256,False,1,8.400529623031616e-07,23.993534927368163,2.395499908520699,,,,,Linux,x86_64,6.12.63+deb13-amd64,#1 SMP PREEMPT_DYNAMIC Debian 6.12.63-1 (2025-12-30),32,Intel(R) Xeon(R) Gold 6142 CPU @ 2.60GHz,124,NVIDIA GeForce RTX 2080 Ti: cuda_12.4,2.4.3,,1.17.1,,2026-04-11T12:01:11.057002,DiffUNet,0.45,,0.2807864724099636,0.1019256271680013,2.0,,,
12
  0,DIV2K Gaussian Deblurring,,DPIR[sigma=0.1],,"DIV2K[debug=False,img_size=256,noise=GaussianNoise,physics=Blur,sigma=0.05,sigma_blur=2]",0,Iteration,objective.py,solvers/dpir.py,0.1,datasets/div2k.py,Blur,GaussianNoise,0.05,256,False,1,6.677582859992981e-07,24.423824520111083,2.4849584437311165,,,,,Linux,x86_64,6.12.63+deb13-amd64,#1 SMP PREEMPT_DYNAMIC Debian 6.12.63-1 (2025-12-30),32,Intel(R) Xeon(R) Gold 6142 CPU @ 2.60GHz,124,NVIDIA GeForce RTX 2080 Ti: cuda_12.4,2.4.3,,1.17.1,,2026-04-11T12:01:11.057002,,,,0.4189996023476123,0.1156051898367995,2.0,,,
 
19
  0,DIV2K Super Resolution (2x),,DPIR[sigma=0.1],,"DIV2K[debug=False,factor=2,filter=bicubic,img_size=256,noise=ZeroNoise,physics=Downsampling]",0,Iteration,objective.py,solvers/dpir.py,0.1,datasets/div2k.py,Downsampling,ZeroNoise,,256,False,1,6.170012056827545e-07,26.85823137283325,2.284362467137336,,,,,Linux,x86_64,6.12.85+deb13-amd64,#1 SMP PREEMPT_DYNAMIC Debian 6.12.85-1 (2026-04-30),32,Intel(R) Xeon(R) Gold 6142 CPU @ 2.60GHz,124,NVIDIA GeForce RTX 2080 Ti: cuda_12.4,2.4.4,,1.17.1,,2026-05-06T07:41:57.359912,,,,0.3200232046842575,0.1174209681145473,,2.0,bicubic,
20
  0,DIV2K Super Resolution (2x),,DPIR[sigma=0.2],,"DIV2K[debug=False,factor=2,filter=bicubic,img_size=256,noise=ZeroNoise,physics=Downsampling]",0,Run_once,objective.py,solvers/dpir.py,0.2,datasets/div2k.py,Downsampling,ZeroNoise,,256,False,1,6.310001481324434e-07,24.43956060409546,2.201862720333501,,,,,Linux,x86_64,6.12.85+deb13-amd64,#1 SMP PREEMPT_DYNAMIC Debian 6.12.85-1 (2026-04-30),32,Intel(R) Xeon(R) Gold 6142 CPU @ 2.60GHz,124,NVIDIA GeForce RTX 2080 Ti: cuda_12.4,2.4.4,,1.17.1,,2026-05-06T07:41:57.359912,,,,0.427978121265769,0.1345204166580389,,2.0,bicubic,
21
  0,DIV2K Super Resolution (2x),,"DPS[denoiser=DRUNet,max_iter=1000]",,"DIV2K[debug=False,factor=2,filter=bicubic,img_size=256,noise=ZeroNoise,physics=Downsampling]",0,Iteration,objective.py,solvers/dps.py,,datasets/div2k.py,Downsampling,ZeroNoise,,256,False,1,7.190101314336061e-07,24.16927782058716,3.2080057308192256,,,,,Linux,x86_64,6.12.85+deb13-amd64,#1 SMP PREEMPT_DYNAMIC Debian 6.12.85-1 (2026-04-30),32,Intel(R) Xeon(R) Gold 6142 CPU @ 2.60GHz,124,NVIDIA GeForce RTX 2080 Ti: cuda_12.4,2.4.4,,1.17.1,,2026-05-06T07:41:57.359912,DRUNet,,,0.3949335538595915,0.1279482811407856,,2.0,bicubic,1000.0
22
+ 0,DIV2K Super Resolution (2x),,"DPS[denoiser=DiffUNet,max_iter=1000]",,"DIV2K[debug=False,factor=2,filter=bicubic,img_size=256,noise=ZeroNoise,physics=Downsampling]",0,Run_once,objective.py,solvers/dps.py,,datasets/div2k.py,Downsampling,ZeroNoise,,256,False,1,8.589995559304953e-07,24.72718141555786,3.591124920852528,,,,,Linux,x86_64,6.12.85+deb13-amd64,#1 SMP PREEMPT_DYNAMIC Debian 6.12.85-1 (2026-04-30),32,Intel(R) Xeon(R) Gold 6142 CPU @ 2.60GHz,124,NVIDIA GeForce RTX 2080 Ti: cuda_12.4,2.4.4,,1.17.1,,2026-05-06T07:41:57.359912,DiffUNet,,,0.3485465250909328,0.1335341713865372,,2.0,bicubic,1000.0
23
+ 0,DIV2K Inpainting (30% random),,"DDRM[denoiser=DRUNet,zeta=0.95]",,"DIV2K[debug=False,img_size=256,mask=0.3,noise=ZeroNoise,physics=Inpainting]",0,Iteration,objective.py,solvers/ddrm.py,,datasets/div2k.py,Inpainting,ZeroNoise,,256,False,1,6.709888111799955e-07,27.414248752593995,2.4751058287704546,,,,,Linux,x86_64,6.12.85+deb13-amd64,#1 SMP PREEMPT_DYNAMIC Debian 6.12.85-1 (2026-04-30),32,Intel(R) Xeon(R) Gold 6142 CPU @ 2.60GHz,124,NVIDIA GeForce RTX 2080 Ti: cuda_12.4,2.4.4,,1.17.1,,2026-05-06T08:13:45.299438,DRUNet,0.95,0.3,0.1009178178571164,0.0395823699307324,,,,
24
+ 0,DIV2K Inpainting (30% random),,"DDRM[denoiser=DiffUNet,zeta=0.95]",,"DIV2K[debug=False,img_size=256,mask=0.3,noise=ZeroNoise,physics=Inpainting]",0,Run_once,objective.py,solvers/ddrm.py,,datasets/div2k.py,Inpainting,ZeroNoise,,256,False,1,7.519847713410854e-07,27.048936042785645,2.692548978320534,,,,,Linux,x86_64,6.12.85+deb13-amd64,#1 SMP PREEMPT_DYNAMIC Debian 6.12.85-1 (2026-04-30),32,Intel(R) Xeon(R) Gold 6142 CPU @ 2.60GHz,124,NVIDIA GeForce RTX 2080 Ti: cuda_12.4,2.4.4,,1.17.1,,2026-05-06T08:13:45.299438,DiffUNet,0.95,0.3,0.0922834128886461,0.0337728185705062,,,,
25
+ 0,DIV2K Inpainting (30% random),,"DiffPIR[denoiser=DRUNet,zeta=0.95]",,"DIV2K[debug=False,img_size=256,mask=0.3,noise=ZeroNoise,physics=Inpainting]",0,Iteration,objective.py,solvers/diffpir.py,,datasets/div2k.py,Inpainting,ZeroNoise,,256,False,1,1.166976289823651e-06,25.21603609085083,2.1768112463671816,,,,,Linux,x86_64,6.12.85+deb13-amd64,#1 SMP PREEMPT_DYNAMIC Debian 6.12.85-1 (2026-04-30),32,Intel(R) Xeon(R) Gold 6142 CPU @ 2.60GHz,124,NVIDIA GeForce RTX 2080 Ti: cuda_12.4,2.4.4,,1.17.1,,2026-05-06T08:13:45.299438,DRUNet,0.95,0.3,0.2483378213644027,0.1017607587594802,,,,
26
+ 0,DIV2K Inpainting (30% random),,"DiffPIR[denoiser=DiffUNet,zeta=0.95]",,"DIV2K[debug=False,img_size=256,mask=0.3,noise=ZeroNoise,physics=Inpainting]",0,Run_once,objective.py,solvers/diffpir.py,,datasets/div2k.py,Inpainting,ZeroNoise,,256,False,1,9.53994458541274e-07,25.290263690948485,2.152688805918032,,,,,Linux,x86_64,6.12.85+deb13-amd64,#1 SMP PREEMPT_DYNAMIC Debian 6.12.85-1 (2026-04-30),32,Intel(R) Xeon(R) Gold 6142 CPU @ 2.60GHz,124,NVIDIA GeForce RTX 2080 Ti: cuda_12.4,2.4.4,,1.17.1,,2026-05-06T08:13:45.299438,DiffUNet,0.95,0.3,0.2425377915054559,0.0998413689632594,,,,
27
+ 0,DIV2K Inpainting (30% random),,DPIR[sigma=0.05],,"DIV2K[debug=False,img_size=256,mask=0.3,noise=ZeroNoise,physics=Inpainting]",0,Iteration,objective.py,solvers/dpir.py,0.05,datasets/div2k.py,Inpainting,ZeroNoise,,256,False,1,9.229988791048528e-07,9.512997033596038,4.2481572788971205,,,,,Linux,x86_64,6.12.85+deb13-amd64,#1 SMP PREEMPT_DYNAMIC Debian 6.12.85-1 (2026-04-30),32,Intel(R) Xeon(R) Gold 6142 CPU @ 2.60GHz,124,NVIDIA GeForce RTX 2080 Ti: cuda_12.4,2.4.4,,1.17.1,,2026-05-06T08:13:45.299438,,,0.3,1.0076090753078462,0.2238320048788994,,,,
28
+ 0,DIV2K Inpainting (30% random),,DPIR[sigma=0.1],,"DIV2K[debug=False,img_size=256,mask=0.3,noise=ZeroNoise,physics=Inpainting]",0,Run_once,objective.py,solvers/dpir.py,0.1,datasets/div2k.py,Inpainting,ZeroNoise,,256,False,1,6.519840098917484e-07,10.201244723796844,4.497850527841695,,,,,Linux,x86_64,6.12.85+deb13-amd64,#1 SMP PREEMPT_DYNAMIC Debian 6.12.85-1 (2026-04-30),32,Intel(R) Xeon(R) Gold 6142 CPU @ 2.60GHz,124,NVIDIA GeForce RTX 2080 Ti: cuda_12.4,2.4.4,,1.17.1,,2026-05-06T08:13:45.299438,,,0.3,0.9407196876406668,0.2290920590869099,,,,
29
+ 0,DIV2K Inpainting (30% random),,"DPS[denoiser=DRUNet,max_iter=1000]",,"DIV2K[debug=False,img_size=256,mask=0.3,noise=ZeroNoise,physics=Inpainting]",0,Iteration,objective.py,solvers/dps.py,,datasets/div2k.py,Inpainting,ZeroNoise,,256,False,1,6.089976523071527e-07,24.25446626663208,3.364682358447528,,,,,Linux,x86_64,6.12.85+deb13-amd64,#1 SMP PREEMPT_DYNAMIC Debian 6.12.85-1 (2026-04-30),32,Intel(R) Xeon(R) Gold 6142 CPU @ 2.60GHz,124,NVIDIA GeForce RTX 2080 Ti: cuda_12.4,2.4.4,,1.17.1,,2026-05-06T08:13:45.299438,DRUNet,,0.3,0.316381708625704,0.1274293219887112,,,,1000.0
30
+ 0,DIV2K Inpainting (30% random),,"DPS[denoiser=DiffUNet,max_iter=1000]",,"DIV2K[debug=False,img_size=256,mask=0.3,noise=ZeroNoise,physics=Inpainting]",0,Run_once,objective.py,solvers/dps.py,,datasets/div2k.py,Inpainting,ZeroNoise,,256,False,1,6.059999577701092e-07,24.506206817626957,3.353614440641528,,,,,Linux,x86_64,6.12.85+deb13-amd64,#1 SMP PREEMPT_DYNAMIC Debian 6.12.85-1 (2026-04-30),32,Intel(R) Xeon(R) Gold 6142 CPU @ 2.60GHz,124,NVIDIA GeForce RTX 2080 Ti: cuda_12.4,2.4.4,,1.17.1,,2026-05-06T08:13:45.299438,DiffUNet,,0.3,0.2767260341346264,0.1210550040815257,,,,1000.0
31
+ 0,DIV2K Inpainting (30% random),,RAM,,"DIV2K[debug=False,img_size=256,mask=0.3,noise=ZeroNoise,physics=Inpainting]",0,Iteration,objective.py,solvers/ram.py,,datasets/div2k.py,Inpainting,ZeroNoise,,256,False,1,9.330105967819692e-07,27.198805465698243,2.317799204669352,,,,,Linux,x86_64,6.12.85+deb13-amd64,#1 SMP PREEMPT_DYNAMIC Debian 6.12.85-1 (2026-04-30),32,Intel(R) Xeon(R) Gold 6142 CPU @ 2.60GHz,124,NVIDIA GeForce RTX 2080 Ti: cuda_12.4,2.4.4,,1.17.1,,2026-05-06T08:13:45.299438,,,0.3,0.1337065869569778,0.0506720215186471,,,,