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_NIQE,objective_NIQE_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,objective_LPIPS,objective_LPIPS_std
0,CBSD68 denoising,,DRUNet,,"CBSD68[debug=True,img_size=256,noise=GaussianNoise,physics=Denoising,sigma=0.1]",0,Iteration,objective.py,solvers/drunet.py,datasets/cbsd68.py,Denoising,GaussianNoise,0.1,256,True,1,1.0020000047461508e-06,32.10326894124349,0.239603985871077,4.871617476145427,0.5826428868343393,,Linux,x86_64,6.14.0-1017-azure,#17~24.04.1-Ubuntu SMP Mon Dec  1 20:10:50 UTC 2025,4,AMD EPYC 7763 64-Core Processor,16,,2.4.2,,1.17.1,,2026-03-06T00:27:23.563943,,
0,CBSD68 denoising,,Restormer,,"CBSD68[debug=True,img_size=256,noise=GaussianNoise,physics=Denoising,sigma=0.1]",0,Iteration,objective.py,solvers/restformer.py,datasets/cbsd68.py,Denoising,GaussianNoise,0.1,256,True,1,8.210000146391394e-07,32.11503346761068,0.2081014201515018,5.256837685902913,0.5948377783458855,,Linux,x86_64,6.14.0-1017-azure,#17~24.04.1-Ubuntu SMP Mon Dec  1 20:10:50 UTC 2025,4,AMD EPYC 7763 64-Core Processor,16,,2.4.2,,1.17.1,,2026-03-06T00:27:23.563943,,
0,CBSD68 denoising,,BilateralFilter,,"CBSD68[debug=False,img_size=256,noise=GaussianNoise,physics=Denoising,sigma=0.1]",0,Iteration,objective.py,solvers/bilateral_filter.py,datasets/cbsd68.py,Denoising,GaussianNoise,0.1,256,False,1,1.3899989426136017e-06,26.68391965417301,1.4720321750654348,,,,Linux,x86_64,6.12.90+deb13-amd64,#1 SMP PREEMPT_DYNAMIC Debian 6.12.90-1 (2026-05-22),32,Intel(R) Xeon(R) Gold 6142 CPU @ 2.60GHz,124,NVIDIA GeForce RTX 2080 Ti: cuda_12.4,2.4.6,,1.17.1,,2026-06-01T22:49:52.803081,0.4380390105002066,0.0808970000045001
0,CBSD68 denoising,,DiffUNet,,"CBSD68[debug=False,img_size=256,noise=GaussianNoise,physics=Denoising,sigma=0.1]",0,Iteration,objective.py,solvers/diffunet.py,datasets/cbsd68.py,Denoising,GaussianNoise,0.1,256,False,1,1.5059486031532288e-06,32.018257421605725,2.2646037626922486,,,,Linux,x86_64,6.12.90+deb13-amd64,#1 SMP PREEMPT_DYNAMIC Debian 6.12.90-1 (2026-05-22),32,Intel(R) Xeon(R) Gold 6142 CPU @ 2.60GHz,124,NVIDIA GeForce RTX 2080 Ti: cuda_12.4,2.4.6,,1.17.1,,2026-06-01T22:49:52.803081,0.1030714687179116,0.0460252277992552
0,CBSD68 denoising,,DnCNN,,"CBSD68[debug=False,img_size=256,noise=GaussianNoise,physics=Denoising,sigma=0.1]",0,Iteration,objective.py,solvers/dncnn.py,datasets/cbsd68.py,Denoising,GaussianNoise,0.1,256,False,1,1.2399395927786827e-06,30.394657303305237,1.6204612953714896,,,,Linux,x86_64,6.12.90+deb13-amd64,#1 SMP PREEMPT_DYNAMIC Debian 6.12.90-1 (2026-05-22),32,Intel(R) Xeon(R) Gold 6142 CPU @ 2.60GHz,124,NVIDIA GeForce RTX 2080 Ti: cuda_12.4,2.4.6,,1.17.1,,2026-06-01T22:49:52.803081,0.1402398989919354,0.053170002842441
0,CBSD68 denoising,,DRUNet,,"CBSD68[debug=False,img_size=256,noise=GaussianNoise,physics=Denoising,sigma=0.1]",0,Iteration,objective.py,solvers/drunet.py,datasets/cbsd68.py,Denoising,GaussianNoise,0.1,256,False,1,1.885928213596344e-06,32.172223175273224,2.290308992750945,,,,Linux,x86_64,6.12.90+deb13-amd64,#1 SMP PREEMPT_DYNAMIC Debian 6.12.90-1 (2026-05-22),32,Intel(R) Xeon(R) Gold 6142 CPU @ 2.60GHz,124,NVIDIA GeForce RTX 2080 Ti: cuda_12.4,2.4.6,,1.17.1,,2026-06-01T22:49:52.803081,0.0946101506295449,0.0376976857799211
0,CBSD68 denoising,,DScCP,,"CBSD68[debug=False,img_size=256,noise=GaussianNoise,physics=Denoising,sigma=0.1]",0,Iteration,objective.py,solvers/dsccp.py,datasets/cbsd68.py,Denoising,GaussianNoise,0.1,256,False,1,1.0940711945295334e-06,30.928550664116354,1.9652508067796504,,,,Linux,x86_64,6.12.90+deb13-amd64,#1 SMP PREEMPT_DYNAMIC Debian 6.12.90-1 (2026-05-22),32,Intel(R) Xeon(R) Gold 6142 CPU @ 2.60GHz,124,NVIDIA GeForce RTX 2080 Ti: cuda_12.4,2.4.6,,1.17.1,,2026-06-01T22:49:52.803081,0.124762193628532,0.0529111894802525
0,CBSD68 denoising,,GSDRUNet,,"CBSD68[debug=False,img_size=256,noise=GaussianNoise,physics=Denoising,sigma=0.1]",0,Iteration,objective.py,solvers/gsdrunet.py,datasets/cbsd68.py,Denoising,GaussianNoise,0.1,256,False,1,1.616077497601509e-06,32.05122008043177,2.253580698536231,,,,Linux,x86_64,6.12.90+deb13-amd64,#1 SMP PREEMPT_DYNAMIC Debian 6.12.90-1 (2026-05-22),32,Intel(R) Xeon(R) Gold 6142 CPU @ 2.60GHz,124,NVIDIA GeForce RTX 2080 Ti: cuda_12.4,2.4.6,,1.17.1,,2026-06-01T22:49:52.803081,0.0882566077634692,0.0349115951545569
0,CBSD68 denoising,,NCSNpp,,"CBSD68[debug=False,img_size=256,noise=GaussianNoise,physics=Denoising,sigma=0.1]",0,Iteration,objective.py,solvers/ncsnpp.py,datasets/cbsd68.py,Denoising,GaussianNoise,0.1,256,False,1,1.6640406101942062e-06,31.911442700554343,2.204151779633813,,,,Linux,x86_64,6.12.90+deb13-amd64,#1 SMP PREEMPT_DYNAMIC Debian 6.12.90-1 (2026-05-22),32,Intel(R) Xeon(R) Gold 6142 CPU @ 2.60GHz,124,NVIDIA GeForce RTX 2080 Ti: cuda_12.4,2.4.6,,1.17.1,,2026-06-01T22:49:52.803081,0.1104209320619702,0.0510288097141015
0,CBSD68 denoising,,RAM,,"CBSD68[debug=False,img_size=256,noise=GaussianNoise,physics=Denoising,sigma=0.1]",0,Iteration,objective.py,solvers/ram.py,datasets/cbsd68.py,Denoising,GaussianNoise,0.1,256,False,1,2.3329630494117737e-06,31.957987588994644,2.2428820437665085,,,,Linux,x86_64,6.12.90+deb13-amd64,#1 SMP PREEMPT_DYNAMIC Debian 6.12.90-1 (2026-05-22),32,Intel(R) Xeon(R) Gold 6142 CPU @ 2.60GHz,124,NVIDIA GeForce RTX 2080 Ti: cuda_12.4,2.4.6,,1.17.1,,2026-06-01T22:49:52.803081,0.1000007608467165,0.0386066626671904
0,CBSD68 denoising,,Restormer,,"CBSD68[debug=False,img_size=256,noise=GaussianNoise,physics=Denoising,sigma=0.1]",0,Iteration,objective.py,solvers/restormer.py,datasets/cbsd68.py,Denoising,GaussianNoise,0.1,256,False,1,2.3919856175780296e-06,32.26119815602022,2.305191263916884,,,,Linux,x86_64,6.12.90+deb13-amd64,#1 SMP PREEMPT_DYNAMIC Debian 6.12.90-1 (2026-05-22),32,Intel(R) Xeon(R) Gold 6142 CPU @ 2.60GHz,124,NVIDIA GeForce RTX 2080 Ti: cuda_12.4,2.4.6,,1.17.1,,2026-06-01T22:49:52.803081,0.0905306957771673,0.0391325813884105
0,CBSD68 denoising,,SCUNet,,"CBSD68[debug=False,img_size=256,noise=GaussianNoise,physics=Denoising,sigma=0.1]",0,Iteration,objective.py,solvers/scunet.py,datasets/cbsd68.py,Denoising,GaussianNoise,0.1,256,False,1,1.454958692193031e-06,30.864678859710693,2.1908298372759174,,,,Linux,x86_64,6.12.90+deb13-amd64,#1 SMP PREEMPT_DYNAMIC Debian 6.12.90-1 (2026-05-22),32,Intel(R) Xeon(R) Gold 6142 CPU @ 2.60GHz,124,NVIDIA GeForce RTX 2080 Ti: cuda_12.4,2.4.6,,1.17.1,,2026-06-01T22:49:52.803081,0.1436131827478461,0.0704092276517517
0,CBSD68 denoising,,SwinIR,,"CBSD68[debug=False,img_size=256,noise=GaussianNoise,physics=Denoising,sigma=0.1]",0,Iteration,objective.py,solvers/swinir.py,datasets/cbsd68.py,Denoising,GaussianNoise,0.1,256,False,1,2.0479783415794373e-06,32.21722608454087,2.295017687229866,,,,Linux,x86_64,6.12.90+deb13-amd64,#1 SMP PREEMPT_DYNAMIC Debian 6.12.90-1 (2026-05-22),32,Intel(R) Xeon(R) Gold 6142 CPU @ 2.60GHz,124,NVIDIA GeForce RTX 2080 Ti: cuda_12.4,2.4.6,,1.17.1,,2026-06-01T22:49:52.803081,0.0930226954138454,0.0416145185605144
0,CBSD68 denoising,,TGVDenoiser,,"CBSD68[debug=False,img_size=256,noise=GaussianNoise,physics=Denoising,sigma=0.1]",0,Iteration,objective.py,solvers/tgv_denoiser.py,datasets/cbsd68.py,Denoising,GaussianNoise,0.1,256,False,1,1.3039680197834969e-06,28.06011009216309,2.057204459708455,,,,Linux,x86_64,6.12.90+deb13-amd64,#1 SMP PREEMPT_DYNAMIC Debian 6.12.90-1 (2026-05-22),32,Intel(R) Xeon(R) Gold 6142 CPU @ 2.60GHz,124,NVIDIA GeForce RTX 2080 Ti: cuda_12.4,2.4.6,,1.17.1,,2026-06-01T22:49:52.803081,0.2418708974385962,0.0624888962228574
0,CBSD68 denoising,,TVDenoiser,,"CBSD68[debug=False,img_size=256,noise=GaussianNoise,physics=Denoising,sigma=0.1]",0,Iteration,objective.py,solvers/tv_denoiser.py,datasets/cbsd68.py,Denoising,GaussianNoise,0.1,256,False,1,1.5629921108484268e-06,27.633804826175464,2.5271479327777024,,,,Linux,x86_64,6.12.90+deb13-amd64,#1 SMP PREEMPT_DYNAMIC Debian 6.12.90-1 (2026-05-22),32,Intel(R) Xeon(R) Gold 6142 CPU @ 2.60GHz,124,NVIDIA GeForce RTX 2080 Ti: cuda_12.4,2.4.6,,1.17.1,,2026-06-01T22:49:52.803081,0.2562759974423577,0.0807872225171967
0,CBSD68 denoising,,WaveletDenoiser,,"CBSD68[debug=False,img_size=256,noise=GaussianNoise,physics=Denoising,sigma=0.1]",0,Iteration,objective.py,solvers/wavelet_denoiser.py,datasets/cbsd68.py,Denoising,GaussianNoise,0.1,256,False,1,1.5670666471123695e-06,25.189560609705307,0.8883812515176575,,,,Linux,x86_64,6.12.90+deb13-amd64,#1 SMP PREEMPT_DYNAMIC Debian 6.12.90-1 (2026-05-22),32,Intel(R) Xeon(R) Gold 6142 CPU @ 2.60GHz,124,NVIDIA GeForce RTX 2080 Ti: cuda_12.4,2.4.6,,1.17.1,,2026-06-01T22:49:52.803081,0.3202539897140334,0.0974225882297936