Upload benchopt results for cbsd68_gaussian_denoising

cbsd68_gaussian_denoising.csv

@@ -1,15 +1,15 @@
 base_seed,objective_name,obj_description,solver_name,solver_description,dataset_name,idx_rep,sampling_strategy,file_objective,file_solver,file_dataset,p_dataset_physics,p_dataset_noise,p_dataset_sigma,p_dataset_img_size,p_dataset_debug,stop_val,time,objective_PSNR,objective_PSNR_std,objective_LPIPS,objective_LPIPS_std,env-OMP_NUM_THREADS,platform,platform-architecture,platform-release,platform-version,system-cpus,system-processor,system-ram (GB),version-cuda,version-numpy,version-numpy-libs,version-scipy,benchmark-git-tag,run_date
-0,CBSD68 gaussian denoising,,BilateralFilter,,"CBSD68[debug=False,img_size=256,noise=GaussianNoise,physics=Denoising,sigma=0.1]",0,Run_once,objective.py,solvers/bilateral_filter.py,datasets/cbsd68.py,Denoising,GaussianNoise,0.1,256,False,1,8.658971637487411e-07,26.68010097391465,1.469204746151522,0.4384208404842545,0.0816951348096443,,Linux,x86_64,6.12.96+deb13-amd64,#1 SMP PREEMPT_DYNAMIC Debian 6.12.96-1 (2026-07-20),32,Intel(R) Xeon(R) Gold 6142 CPU @ 2.60GHz,124,NVIDIA GeForce RTX 4070: cuda_12.4,2.4.6,,1.17.1,,2026-08-05T14:54:04.413343
-0,CBSD68 gaussian denoising,,DiffUNet,,"CBSD68[debug=False,img_size=256,noise=GaussianNoise,physics=Denoising,sigma=0.1]",0,Run_once,objective.py,solvers/diffunet.py,datasets/cbsd68.py,Denoising,GaussianNoise,0.1,256,False,1,6.258487701416016e-07,32.03112680771772,2.28521861584088,0.1021457446793861,0.0471720565883513,,Linux,x86_64,6.12.96+deb13-amd64,#1 SMP PREEMPT_DYNAMIC Debian 6.12.96-1 (2026-07-20),32,Intel(R) Xeon(R) Gold 6142 CPU @ 2.60GHz,124,NVIDIA GeForce RTX 4070: cuda_12.4,2.4.6,,1.17.1,,2026-08-05T14:54:04.413343
-0,CBSD68 gaussian denoising,,DnCNN,,"CBSD68[debug=False,img_size=256,noise=GaussianNoise,physics=Denoising,sigma=0.1]",0,Run_once,objective.py,solvers/dncnn.py,datasets/cbsd68.py,Denoising,GaussianNoise,0.1,256,False,1,1.0360963642597198e-06,30.39059108846328,1.6206838022362962,0.1413372632335214,0.0544244195565367,,Linux,x86_64,6.12.96+deb13-amd64,#1 SMP PREEMPT_DYNAMIC Debian 6.12.96-1 (2026-07-20),32,Intel(R) Xeon(R) Gold 6142 CPU @ 2.60GHz,124,NVIDIA GeForce RTX 4070: cuda_12.4,2.4.6,,1.17.1,,2026-08-05T14:54:04.413343
-0,CBSD68 gaussian denoising,,DRUNet,,"CBSD68[debug=False,img_size=256,noise=GaussianNoise,physics=Denoising,sigma=0.1]",0,Run_once,objective.py,solvers/drunet.py,datasets/cbsd68.py,Denoising,GaussianNoise,0.1,256,False,1,6.440095603466034e-07,32.158959949717804,2.2857648530580845,0.0962099444449824,0.0402138457605059,,Linux,x86_64,6.12.96+deb13-amd64,#1 SMP PREEMPT_DYNAMIC Debian 6.12.96-1 (2026-07-20),32,Intel(R) Xeon(R) Gold 6142 CPU @ 2.60GHz,124,NVIDIA GeForce RTX 4070: cuda_12.4,2.4.6,,1.17.1,,2026-08-05T14:54:04.413343
-0,CBSD68 gaussian denoising,,DScCP,,"CBSD68[debug=False,img_size=256,noise=GaussianNoise,physics=Denoising,sigma=0.1]",0,Run_once,objective.py,solvers/dsccp.py,datasets/cbsd68.py,Denoising,GaussianNoise,0.1,256,False,1,1.1301599442958832e-06,30.93870308819939,1.9735969119625068,0.123698445091791,0.0527229982436329,,Linux,x86_64,6.12.96+deb13-amd64,#1 SMP PREEMPT_DYNAMIC Debian 6.12.96-1 (2026-07-20),32,Intel(R) Xeon(R) Gold 6142 CPU @ 2.60GHz,124,NVIDIA GeForce RTX 4070: cuda_12.4,2.4.6,,1.17.1,,2026-08-05T14:54:04.413343
-0,CBSD68 gaussian denoising,,GSDRUNet,,"CBSD68[debug=False,img_size=256,noise=GaussianNoise,physics=Denoising,sigma=0.1]",0,Run_once,objective.py,solvers/gsdrunet.py,datasets/cbsd68.py,Denoising,GaussianNoise,0.1,256,False,1,1.0381918400526049e-06,32.05788452485029,2.25127998515966,0.0872619459405541,0.0346522861031672,,Linux,x86_64,6.12.96+deb13-amd64,#1 SMP PREEMPT_DYNAMIC Debian 6.12.96-1 (2026-07-20),32,Intel(R) Xeon(R) Gold 6142 CPU @ 2.60GHz,124,NVIDIA GeForce RTX 4070: cuda_12.4,2.4.6,,1.17.1,,2026-08-05T14:54:04.413343
-0,CBSD68 gaussian denoising,,NCSNpp,,"CBSD68[debug=False,img_size=256,noise=GaussianNoise,physics=Denoising,sigma=0.1]",0,Run_once,objective.py,solvers/ncsnpp.py,datasets/cbsd68.py,Denoising,GaussianNoise,0.1,256,False,1,7.690396159887314e-07,31.90451016145594,2.193930972918495,0.1100946398013654,0.0493907048527924,,Linux,x86_64,6.12.96+deb13-amd64,#1 SMP PREEMPT_DYNAMIC Debian 6.12.96-1 (2026-07-20),32,Intel(R) Xeon(R) Gold 6142 CPU @ 2.60GHz,124,NVIDIA GeForce RTX 4070: cuda_12.4,2.4.6,,1.17.1,,2026-08-05T14:54:04.413343
-0,CBSD68 gaussian denoising,,RAM,,"CBSD68[debug=False,img_size=256,noise=GaussianNoise,physics=Denoising,sigma=0.1]",0,Run_once,objective.py,solvers/ram.py,datasets/cbsd68.py,Denoising,GaussianNoise,0.1,256,False,1,1.006992533802986e-06,31.970998904284308,2.2512769799815824,0.100999903618632,0.0396012660455038,,Linux,x86_64,6.12.96+deb13-amd64,#1 SMP PREEMPT_DYNAMIC Debian 6.12.96-1 (2026-07-20),32,Intel(R) Xeon(R) Gold 6142 CPU @ 2.60GHz,124,NVIDIA GeForce RTX 4070: cuda_12.4,2.4.6,,1.17.1,,2026-08-05T14:54:04.413343
-0,CBSD68 gaussian denoising,,Restormer,,"CBSD68[debug=False,img_size=256,noise=GaussianNoise,physics=Denoising,sigma=0.1]",0,Run_once,objective.py,solvers/restormer.py,datasets/cbsd68.py,Denoising,GaussianNoise,0.1,256,False,1,9.150244295597076e-07,32.25317096710205,2.305170257132726,0.0904437919037745,0.0377751551447104,,Linux,x86_64,6.12.96+deb13-amd64,#1 SMP PREEMPT_DYNAMIC Debian 6.12.96-1 (2026-07-20),32,Intel(R) Xeon(R) Gold 6142 CPU @ 2.60GHz,124,NVIDIA GeForce RTX 4070: cuda_12.4,2.4.6,,1.17.1,,2026-08-05T14:54:04.413343
-0,CBSD68 gaussian denoising,,SCUNet,,"CBSD68[debug=False,img_size=256,noise=GaussianNoise,physics=Denoising,sigma=0.1]",0,Run_once,objective.py,solvers/scunet.py,datasets/cbsd68.py,Denoising,GaussianNoise,0.1,256,False,1,6.260816007852554e-07,30.887402338140152,2.1998533506969222,0.1418623808661804,0.0672939685813939,,Linux,x86_64,6.12.96+deb13-amd64,#1 SMP PREEMPT_DYNAMIC Debian 6.12.96-1 (2026-07-20),32,Intel(R) Xeon(R) Gold 6142 CPU @ 2.60GHz,124,NVIDIA GeForce RTX 4070: cuda_12.4,2.4.6,,1.17.1,,2026-08-05T14:54:04.413343
-0,CBSD68 gaussian denoising,,SwinIR,,"CBSD68[debug=False,img_size=256,noise=GaussianNoise,physics=Denoising,sigma=0.1]",0,Run_once,objective.py,solvers/swinir.py,datasets/cbsd68.py,Denoising,GaussianNoise,0.1,256,False,1,9.629875421524048e-07,32.21948368409101,2.288488917752364,0.0919193057343363,0.0374408386373146,,Linux,x86_64,6.12.96+deb13-amd64,#1 SMP PREEMPT_DYNAMIC Debian 6.12.96-1 (2026-07-20),32,Intel(R) Xeon(R) Gold 6142 CPU @ 2.60GHz,124,NVIDIA GeForce RTX 4070: cuda_12.4,2.4.6,,1.17.1,,2026-08-05T14:54:04.413343
-0,CBSD68 gaussian denoising,,TGVDenoiser,,"CBSD68[debug=False,img_size=256,noise=GaussianNoise,physics=Denoising,sigma=0.1]",0,Run_once,objective.py,solvers/tgv_denoiser.py,datasets/cbsd68.py,Denoising,GaussianNoise,0.1,256,False,1,1.1220108717679975e-06,28.0597822525922,2.0625307361129246,0.2415329840253381,0.0631273547377178,,Linux,x86_64,6.12.96+deb13-amd64,#1 SMP PREEMPT_DYNAMIC Debian 6.12.96-1 (2026-07-20),32,Intel(R) Xeon(R) Gold 6142 CPU @ 2.60GHz,124,NVIDIA GeForce RTX 4070: cuda_12.4,2.4.6,,1.17.1,,2026-08-05T14:54:04.413343
-0,CBSD68 gaussian denoising,,TVDenoiser,,"CBSD68[debug=False,img_size=256,noise=GaussianNoise,physics=Denoising,sigma=0.1]",0,Run_once,objective.py,solvers/tv_denoiser.py,datasets/cbsd68.py,Denoising,GaussianNoise,0.1,256,False,1,1.6030389815568924e-06,27.636651600108426,2.523975279294176,0.258426381932462,0.0819977232835182,,Linux,x86_64,6.12.96+deb13-amd64,#1 SMP PREEMPT_DYNAMIC Debian 6.12.96-1 (2026-07-20),32,Intel(R) Xeon(R) Gold 6142 CPU @ 2.60GHz,124,NVIDIA GeForce RTX 4070: cuda_12.4,2.4.6,,1.17.1,,2026-08-05T14:54:04.413343
-0,CBSD68 gaussian denoising,,WaveletDenoiser,,"CBSD68[debug=False,img_size=256,noise=GaussianNoise,physics=Denoising,sigma=0.1]",0,Run_once,objective.py,solvers/wavelet_denoiser.py,datasets/cbsd68.py,Denoising,GaussianNoise,0.1,256,False,1,1.941109076142311e-06,25.18829828150132,0.8935031862485704,0.3210981788442415,0.0966834406833128,,Linux,x86_64,6.12.96+deb13-amd64,#1 SMP PREEMPT_DYNAMIC Debian 6.12.96-1 (2026-07-20),32,Intel(R) Xeon(R) Gold 6142 CPU @ 2.60GHz,124,NVIDIA GeForce RTX 4070: cuda_12.4,2.4.6,,1.17.1,,2026-08-05T14:54:04.413343
+0,CBSD68 gaussian denoising,,BilateralFilter,,"CBSD68[debug=False,img_size=256,noise=GaussianNoise,physics=Denoising,sigma=0.1]",0,Run_once,objective.py,solvers/bilateral_filter.py,datasets/cbsd68.py,Denoising,GaussianNoise,0.1,256,False,1,1.3259705156087875e-06,26.680970163906323,1.4687909297055828,0.4374402459053432,0.0807961517796482,,Linux,x86_64,6.12.101+deb13-amd64,#1 SMP PREEMPT_DYNAMIC Debian 6.12.101-1 (2026-08-05),32,Intel(R) Xeon(R) Gold 6142 CPU @ 2.60GHz,124,NVIDIA GeForce RTX 3090 Ti: cuda_12.4,2.4.6,,1.17.1,,2026-08-24T11:22:20.282484
+0,CBSD68 gaussian denoising,,DiffUNet,,"CBSD68[debug=False,img_size=256,noise=GaussianNoise,physics=Denoising,sigma=0.1]",0,Run_once,objective.py,solvers/diffunet.py,datasets/cbsd68.py,Denoising,GaussianNoise,0.1,256,False,1,1.3959943316876888e-06,32.03272160361795,2.2811404422749875,0.1028027548454701,0.0460019451218392,,Linux,x86_64,6.12.101+deb13-amd64,#1 SMP PREEMPT_DYNAMIC Debian 6.12.101-1 (2026-08-05),32,Intel(R) Xeon(R) Gold 6142 CPU @ 2.60GHz,124,NVIDIA GeForce RTX 3090 Ti: cuda_12.4,2.4.6,,1.17.1,,2026-08-24T11:22:20.282484
+0,CBSD68 gaussian denoising,,DnCNN,,"CBSD68[debug=False,img_size=256,noise=GaussianNoise,physics=Denoising,sigma=0.1]",0,Run_once,objective.py,solvers/dncnn.py,datasets/cbsd68.py,Denoising,GaussianNoise,0.1,256,False,1,1.334992703050375e-06,30.390876489527084,1.611304320526989,0.1423826080692165,0.0560223381833702,,Linux,x86_64,6.12.101+deb13-amd64,#1 SMP PREEMPT_DYNAMIC Debian 6.12.101-1 (2026-08-05),32,Intel(R) Xeon(R) Gold 6142 CPU @ 2.60GHz,124,NVIDIA GeForce RTX 3090 Ti: cuda_12.4,2.4.6,,1.17.1,,2026-08-24T11:22:20.282484
+0,CBSD68 gaussian denoising,,DRUNet,,"CBSD68[debug=False,img_size=256,noise=GaussianNoise,physics=Denoising,sigma=0.1]",0,Run_once,objective.py,solvers/drunet.py,datasets/cbsd68.py,Denoising,GaussianNoise,0.1,256,False,1,1.66997779160738e-06,32.16815011641558,2.298569014682137,0.0943924098768655,0.0393362772987913,,Linux,x86_64,6.12.101+deb13-amd64,#1 SMP PREEMPT_DYNAMIC Debian 6.12.101-1 (2026-08-05),32,Intel(R) Xeon(R) Gold 6142 CPU @ 2.60GHz,124,NVIDIA GeForce RTX 3090 Ti: cuda_12.4,2.4.6,,1.17.1,,2026-08-24T11:22:20.282484
+0,CBSD68 gaussian denoising,,DScCP,,"CBSD68[debug=False,img_size=256,noise=GaussianNoise,physics=Denoising,sigma=0.1]",0,Run_once,objective.py,solvers/dsccp.py,datasets/cbsd68.py,Denoising,GaussianNoise,0.1,256,False,1,1.7040292732417583e-06,30.93334697274601,1.9788137242074155,0.1241713439059608,0.0524511856545856,,Linux,x86_64,6.12.101+deb13-amd64,#1 SMP PREEMPT_DYNAMIC Debian 6.12.101-1 (2026-08-05),32,Intel(R) Xeon(R) Gold 6142 CPU @ 2.60GHz,124,NVIDIA GeForce RTX 3090 Ti: cuda_12.4,2.4.6,,1.17.1,,2026-08-24T11:22:20.282484
+0,CBSD68 gaussian denoising,,GSDRUNet,,"CBSD68[debug=False,img_size=256,noise=GaussianNoise,physics=Denoising,sigma=0.1]",0,Run_once,objective.py,solvers/gsdrunet.py,datasets/cbsd68.py,Denoising,GaussianNoise,0.1,256,False,1,1.6049598343670368e-06,32.064355205087104,2.2529771448019336,0.0871174447238445,0.0338438844019416,,Linux,x86_64,6.12.101+deb13-amd64,#1 SMP PREEMPT_DYNAMIC Debian 6.12.101-1 (2026-08-05),32,Intel(R) Xeon(R) Gold 6142 CPU @ 2.60GHz,124,NVIDIA GeForce RTX 3090 Ti: cuda_12.4,2.4.6,,1.17.1,,2026-08-24T11:22:20.282484
+0,CBSD68 gaussian denoising,,NCSNpp,,"CBSD68[debug=False,img_size=256,noise=GaussianNoise,physics=Denoising,sigma=0.1]",0,Run_once,objective.py,solvers/ncsnpp.py,datasets/cbsd68.py,Denoising,GaussianNoise,0.1,256,False,1,1.7409911379218102e-06,31.90812918719124,2.2074353848930923,0.1102116344058338,0.0512710423332848,,Linux,x86_64,6.12.101+deb13-amd64,#1 SMP PREEMPT_DYNAMIC Debian 6.12.101-1 (2026-08-05),32,Intel(R) Xeon(R) Gold 6142 CPU @ 2.60GHz,124,NVIDIA GeForce RTX 3090 Ti: cuda_12.4,2.4.6,,1.17.1,,2026-08-24T11:22:20.282484
+0,CBSD68 gaussian denoising,,RAM,,"CBSD68[debug=False,img_size=256,noise=GaussianNoise,physics=Denoising,sigma=0.1]",0,Run_once,objective.py,solvers/ram.py,datasets/cbsd68.py,Denoising,GaussianNoise,0.1,256,False,1,2.7030473574995995e-06,31.96457315893734,2.252761188030622,0.1010528396376792,0.0409077041370792,,Linux,x86_64,6.12.101+deb13-amd64,#1 SMP PREEMPT_DYNAMIC Debian 6.12.101-1 (2026-08-05),32,Intel(R) Xeon(R) Gold 6142 CPU @ 2.60GHz,124,NVIDIA GeForce RTX 3090 Ti: cuda_12.4,2.4.6,,1.17.1,,2026-08-24T11:22:20.282484
+0,CBSD68 gaussian denoising,,Restormer,,"CBSD68[debug=False,img_size=256,noise=GaussianNoise,physics=Denoising,sigma=0.1]",0,Run_once,objective.py,solvers/restormer.py,datasets/cbsd68.py,Denoising,GaussianNoise,0.1,256,False,1,1.934007741510868e-06,32.24502153957592,2.309427894503672,0.0922253475086215,0.040613610223431,,Linux,x86_64,6.12.101+deb13-amd64,#1 SMP PREEMPT_DYNAMIC Debian 6.12.101-1 (2026-08-05),32,Intel(R) Xeon(R) Gold 6142 CPU @ 2.60GHz,124,NVIDIA GeForce RTX 3090 Ti: cuda_12.4,2.4.6,,1.17.1,,2026-08-24T11:22:20.282484
+0,CBSD68 gaussian denoising,,SCUNet,,"CBSD68[debug=False,img_size=256,noise=GaussianNoise,physics=Denoising,sigma=0.1]",0,Run_once,objective.py,solvers/scunet.py,datasets/cbsd68.py,Denoising,GaussianNoise,0.1,256,False,1,1.8299906514585016e-06,30.86245110455681,2.2040680725247817,0.143236899666269,0.067855424257421,,Linux,x86_64,6.12.101+deb13-amd64,#1 SMP PREEMPT_DYNAMIC Debian 6.12.101-1 (2026-08-05),32,Intel(R) Xeon(R) Gold 6142 CPU @ 2.60GHz,124,NVIDIA GeForce RTX 3090 Ti: cuda_12.4,2.4.6,,1.17.1,,2026-08-24T11:22:20.282484
+0,CBSD68 gaussian denoising,,SwinIR,,"CBSD68[debug=False,img_size=256,noise=GaussianNoise,physics=Denoising,sigma=0.1]",0,Run_once,objective.py,solvers/swinir.py,datasets/cbsd68.py,Denoising,GaussianNoise,0.1,256,False,1,1.4730030670762062e-06,32.21441476485308,2.2837714897490944,0.0907352732713608,0.0375308546538431,,Linux,x86_64,6.12.101+deb13-amd64,#1 SMP PREEMPT_DYNAMIC Debian 6.12.101-1 (2026-08-05),32,Intel(R) Xeon(R) Gold 6142 CPU @ 2.60GHz,124,NVIDIA GeForce RTX 3090 Ti: cuda_12.4,2.4.6,,1.17.1,,2026-08-24T11:22:20.282484
+0,CBSD68 gaussian denoising,,TGVDenoiser,,"CBSD68[debug=False,img_size=256,noise=GaussianNoise,physics=Denoising,sigma=0.1]",0,Run_once,objective.py,solvers/tgv_denoiser.py,datasets/cbsd68.py,Denoising,GaussianNoise,0.1,256,False,1,1.794018317013979e-06,28.069529056549072,2.053944363362066,0.2418917324393987,0.0612473830725373,,Linux,x86_64,6.12.101+deb13-amd64,#1 SMP PREEMPT_DYNAMIC Debian 6.12.101-1 (2026-08-05),32,Intel(R) Xeon(R) Gold 6142 CPU @ 2.60GHz,124,NVIDIA GeForce RTX 3090 Ti: cuda_12.4,2.4.6,,1.17.1,,2026-08-24T11:22:20.282484
+0,CBSD68 gaussian denoising,,TVDenoiser,,"CBSD68[debug=False,img_size=256,noise=GaussianNoise,physics=Denoising,sigma=0.1]",0,Run_once,objective.py,solvers/tv_denoiser.py,datasets/cbsd68.py,Denoising,GaussianNoise,0.1,256,False,1,1.890992280095816e-06,27.632452375748574,2.5232136615368503,0.2560191077782827,0.0795935858813395,,Linux,x86_64,6.12.101+deb13-amd64,#1 SMP PREEMPT_DYNAMIC Debian 6.12.101-1 (2026-08-05),32,Intel(R) Xeon(R) Gold 6142 CPU @ 2.60GHz,124,NVIDIA GeForce RTX 3090 Ti: cuda_12.4,2.4.6,,1.17.1,,2026-08-24T11:22:20.282484
+0,CBSD68 gaussian denoising,,WaveletDenoiser,,"CBSD68[debug=False,img_size=256,noise=GaussianNoise,physics=Denoising,sigma=0.1]",0,Run_once,objective.py,solvers/wavelet_denoiser.py,datasets/cbsd68.py,Denoising,GaussianNoise,0.1,256,False,1,1.868000254034996e-06,25.184574071098776,0.887901030573968,0.3201420414535438,0.0985725679460594,,Linux,x86_64,6.12.101+deb13-amd64,#1 SMP PREEMPT_DYNAMIC Debian 6.12.101-1 (2026-08-05),32,Intel(R) Xeon(R) Gold 6142 CPU @ 2.60GHz,124,NVIDIA GeForce RTX 3090 Ti: cuda_12.4,2.4.6,,1.17.1,,2026-08-24T11:22:20.282484