Upload benchopt results for cbsd68_gaussian_denoising

cbsd68_gaussian_denoising.csv

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+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