Upload benchopt results for div2k_gaussian_deblurring

div2k_gaussian_deblurring.csv

@@ -7,13 +7,8 @@ base_seed,objective_name,obj_description,solver_name,solver_description,dataset_
 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,,,,,,,,,
 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,,,,
 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,,,,
-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,,,
-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,,,
-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,,,
-0,DIV2K Gaussian Deblurring,,DPIR[sigma=0.2],,"DIV2K[debug=False,img_size=256,noise=GaussianNoise,physics=Blur,sigma=0.05,sigma_blur=2]",0,Run_once,objective.py,solvers/dpir.py,0.2,datasets/div2k.py,Blur,GaussianNoise,0.05,256,False,1,6.970949470996857e-07,23.17485122680664,2.316559369443417,,,,,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,,,,0.5002355909347534,0.1208475688569876,2.0,,,
 0,DIV2K Gaussian Deblurring,,DPS[denoiser=DRUNet],,"DIV2K[debug=False,img_size=256,noise=GaussianNoise,physics=Blur,sigma=0.05,sigma_blur=2]",0,Iteration,objective.py,solvers/dps.py,,datasets/div2k.py,Blur,GaussianNoise,0.05,256,False,1,1.0016374289989471e-06,14.95878743171692,6.745182599978479,,,,,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,,,0.6544583860039711,0.2169868744922288,2.0,,,
 0,DIV2K Gaussian Deblurring,,DPS[denoiser=DiffUNet],,"DIV2K[debug=False,img_size=256,noise=GaussianNoise,physics=Blur,sigma=0.05,sigma_blur=2]",0,Run_once,objective.py,solvers/dps.py,,datasets/div2k.py,Blur,GaussianNoise,0.05,256,False,1,1.0398216545581818e-06,22.537910213470457,2.4170707261250945,,,,,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,,,0.3800816628336906,0.1179542156994232,2.0,,,
-0,DIV2K Gaussian Deblurring,,RAM,,"DIV2K[debug=False,img_size=256,noise=GaussianNoise,physics=Blur,sigma=0.05,sigma_blur=2]",0,Iteration,objective.py,solvers/ram.py,,datasets/div2k.py,Blur,GaussianNoise,0.05,256,False,1,1.0868534445762634e-06,25.63208574295044,2.5580750995739336,,,,,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,,,,0.2676924534514546,0.1065459289043185,2.0,,,
 0,DIV2K Super Resolution (2x),,DPS[denoiser=DRUNet],,"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,1,5.709007382392883e-07,24.22111473083496,3.559833183159146,,,,,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,,2026-04-11T15:32:27.308897,DRUNet,,,0.3869538430124521,0.1292216426260224,,2.0,bicubic,
 0,DIV2K Super Resolution (2x),,DPS[denoiser=DiffUNet],,"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,1,5.960464477539062e-07,24.801447334289552,3.5849371790293114,,,,,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,,2026-04-11T15:32:27.308897,DiffUNet,,,0.3411751597374677,0.1334308675481825,,2.0,bicubic,
 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,
@@ -27,5 +22,12 @@ base_seed,objective_name,obj_description,solver_name,solver_description,dataset_
 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,,,,
 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,,,,
 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
-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
+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-07,24.50620681762696,3.353614440641528,,,,,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
 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,,,,
+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,1,6.680056685581803e-07,24.151384391784667,2.391064719528698,,,,,Linux,x86_64,6.12.85+deb13-amd64,#1 SMP PREEMPT_DYNAMIC Debian 6.12.85-1 (2026-04-30),64,Intel(R) Xeon(R) Gold 6338 CPU @ 2.00GHz,125,NVIDIA GeForce RTX 2080 SUPER: cuda_12.4,2.4.4,,1.17.1,,2026-05-06T08:31:27.808473,DRUNet,0.45,,0.326274496987462,0.106700210061501,2.0,,,
+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,1,6.560003384947777e-07,23.994957237243653,2.4034119622507144,,,,,Linux,x86_64,6.12.85+deb13-amd64,#1 SMP PREEMPT_DYNAMIC Debian 6.12.85-1 (2026-04-30),64,Intel(R) Xeon(R) Gold 6338 CPU @ 2.00GHz,125,NVIDIA GeForce RTX 2080 SUPER: cuda_12.4,2.4.4,,1.17.1,,2026-05-06T08:31:27.808473,DiffUNet,0.45,,0.2818685899674892,0.1022806097223592,2.0,,,
+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,1,5.359979695640504e-07,24.422678203582763,2.4815672511455937,,,,,Linux,x86_64,6.12.85+deb13-amd64,#1 SMP PREEMPT_DYNAMIC Debian 6.12.85-1 (2026-04-30),64,Intel(R) Xeon(R) Gold 6338 CPU @ 2.00GHz,125,NVIDIA GeForce RTX 2080 SUPER: cuda_12.4,2.4.4,,1.17.1,,2026-05-06T08:31:27.808473,,,,0.4190434426069259,0.11591851701757,2.0,,,
+0,DIV2K Gaussian Deblurring,,DPIR[sigma=0.2],,"DIV2K[debug=False,img_size=256,noise=GaussianNoise,physics=Blur,sigma=0.05,sigma_blur=2]",0,Run_once,objective.py,solvers/dpir.py,0.2,datasets/div2k.py,Blur,GaussianNoise,0.05,256,False,1,9.039940778166056e-07,23.17311117172241,2.312841569990645,,,,,Linux,x86_64,6.12.85+deb13-amd64,#1 SMP PREEMPT_DYNAMIC Debian 6.12.85-1 (2026-04-30),64,Intel(R) Xeon(R) Gold 6338 CPU @ 2.00GHz,125,NVIDIA GeForce RTX 2080 SUPER: cuda_12.4,2.4.4,,1.17.1,,2026-05-06T08:31:27.808473,,,,0.5003545248508453,0.1205633437519842,2.0,,,
+0,DIV2K Gaussian Deblurring,,"DPS[denoiser=DRUNet,max_iter=1000]",,"DIV2K[debug=False,img_size=256,noise=GaussianNoise,physics=Blur,sigma=0.05,sigma_blur=2]",0,Iteration,objective.py,solvers/dps.py,,datasets/div2k.py,Blur,GaussianNoise,0.05,256,False,1,5.330002750270069e-07,15.286401207447051,7.026121911662618,,,,,Linux,x86_64,6.12.85+deb13-amd64,#1 SMP PREEMPT_DYNAMIC Debian 6.12.85-1 (2026-04-30),64,Intel(R) Xeon(R) Gold 6338 CPU @ 2.00GHz,125,NVIDIA GeForce RTX 2080 SUPER: cuda_12.4,2.4.4,,1.17.1,,2026-05-06T08:31:27.808473,DRUNet,,,0.645668843537569,0.2229175749000941,2.0,,,1000.0
+0,DIV2K Gaussian Deblurring,,"DPS[denoiser=DiffUNet,max_iter=1000]",,"DIV2K[debug=False,img_size=256,noise=GaussianNoise,physics=Blur,sigma=0.05,sigma_blur=2]",0,Run_once,objective.py,solvers/dps.py,,datasets/div2k.py,Blur,GaussianNoise,0.05,256,False,1,5.820038495585322e-07,22.52611164093017,2.413114365186854,,,,,Linux,x86_64,6.12.85+deb13-amd64,#1 SMP PREEMPT_DYNAMIC Debian 6.12.85-1 (2026-04-30),64,Intel(R) Xeon(R) Gold 6338 CPU @ 2.00GHz,125,NVIDIA GeForce RTX 2080 SUPER: cuda_12.4,2.4.4,,1.17.1,,2026-05-06T08:31:27.808473,DiffUNet,,,0.3764370453357696,0.12421002760932,2.0,,,1000.0
+0,DIV2K Gaussian Deblurring,,RAM,,"DIV2K[debug=False,img_size=256,noise=GaussianNoise,physics=Blur,sigma=0.05,sigma_blur=2]",0,Iteration,objective.py,solvers/ram.py,,datasets/div2k.py,Blur,GaussianNoise,0.05,256,False,1,7.43995769880712e-07,25.616497116088865,2.5504649858386537,,,,,Linux,x86_64,6.12.85+deb13-amd64,#1 SMP PREEMPT_DYNAMIC Debian 6.12.85-1 (2026-04-30),64,Intel(R) Xeon(R) Gold 6338 CPU @ 2.00GHz,125,NVIDIA GeForce RTX 2080 SUPER: cuda_12.4,2.4.4,,1.17.1,,2026-05-06T08:31:27.808473,,,,0.2683900251239538,0.1066784428909331,2.0,,,