| 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 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,1,5.380134098231792e-07,26.684877059038943,1.472146755189869,0.4388952163212439,0.0817213616418906,,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 4070: cuda_12.4,2.4.6,,1.17.1,,2026-07-03T11:42:07.143747 |
| 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,1,5.33007550984621e-07,32.02397523206823,2.268521656163096,0.1027753492817282,0.0468994483481298,,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 4070: cuda_12.4,2.4.6,,1.17.1,,2026-07-03T11:42:07.143747 |
| 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,1,8.500064723193645e-07,30.39795146268957,1.6239767851493363,0.1410196356694488,0.0526299036767674,,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 4070: cuda_12.4,2.4.6,,1.17.1,,2026-07-03T11:42:07.143747 |
| 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,1,8.950009942054749e-07,32.17037010192871,2.296708876118363,0.0957812716746154,0.0389954091823311,,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 4070: cuda_12.4,2.4.6,,1.17.1,,2026-07-03T11:42:07.143747 |
| 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,1,1.058040652424097e-06,30.93126288582297,1.9630209699139367,0.1237310297129785,0.0534291748711359,,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 4070: cuda_12.4,2.4.6,,1.17.1,,2026-07-03T11:42:07.143747 |
| 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,1,7.9302117228508e-07,32.05520913180183,2.2509933239505813,0.0871669729240238,0.0333385660203779,,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 4070: cuda_12.4,2.4.6,,1.17.1,,2026-07-03T11:42:07.143747 |
| 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,1,6.079790182411671e-07,31.912335255566767,2.201212178715801,0.1098797524840954,0.0501074728105376,,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 4070: cuda_12.4,2.4.6,,1.17.1,,2026-07-03T11:42:07.143747 |
| 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,1,8.379574865102768e-07,31.96536299761604,2.2406500479382623,0.1004143213743672,0.0397435199968268,,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 4070: cuda_12.4,2.4.6,,1.17.1,,2026-07-03T11:42:07.143747 |
| 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,1,9.649666026234629e-07,32.2577244534212,2.312730849046748,0.0917590850525919,0.0389676982712196,,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 4070: cuda_12.4,2.4.6,,1.17.1,,2026-07-03T11:42:07.143747 |
| 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,1,6.100162863731384e-07,30.868154217215142,2.18661806582686,0.1441274440354284,0.0697223648147736,,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 4070: cuda_12.4,2.4.6,,1.17.1,,2026-07-03T11:42:07.143747 |
| 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,1,1.034000888466835e-06,32.219548870535455,2.293935596558509,0.0920967086327864,0.0371024380387803,,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 4070: cuda_12.4,2.4.6,,1.17.1,,2026-07-03T11:42:07.143747 |
| 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,1,1.4550168998539448e-06,28.061196046717026,2.053003151092945,0.2432008929112378,0.0631323147706071,,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 4070: cuda_12.4,2.4.6,,1.17.1,,2026-07-03T11:42:07.143747 |
| 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,1,1.7969869077205658e-06,27.632048410527847,2.523432331714532,0.2568177618086338,0.0804999706279572,,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 4070: cuda_12.4,2.4.6,,1.17.1,,2026-07-03T11:42:07.143747 |
| 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,1,9.319628588855268e-07,25.19382328145644,0.8945028780960852,0.3214647259344073,0.0970423860071411,,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 4070: cuda_12.4,2.4.6,,1.17.1,,2026-07-03T11:42:07.143747 |
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