objective_name
stringclasses 2
values | obj_description
stringclasses 1
value | solver_name
stringclasses 3
values | solver_description
stringclasses 1
value | dataset_name
stringclasses 2
values | idx_rep
int64 0
0
| sampling_strategy
stringclasses 1
value | file_objective
stringclasses 1
value | file_solver
stringclasses 3
values | file_dataset
stringclasses 2
values | p_dataset_physics
stringclasses 2
values | p_dataset_noise
stringclasses 1
value | p_dataset_img_size
int64 256
256
| p_dataset_sigma
float64 0.1
0.1
| p_dataset_debug
bool 1
class | stop_val
int64 1
1
| time
float64 0
0
| objective_PSNR
float64 22.3
32.1
| objective_PSNR_std
float64 0.18
1.16
| objective_NIQE
float64 4.9
13.9
| objective_NIQE_std
float64 0.5
7.88
| objective_runtime
float64 1.31
12.9
| objective_runtime_std
float64 0.05
0.23
| env-OMP_NUM_THREADS
null | platform
stringclasses 1
value | platform-architecture
stringclasses 1
value | platform-release
stringclasses 1
value | platform-version
stringclasses 1
value | system-cpus
int64 32
32
| system-processor
stringclasses 1
value | system-ram (GB)
int64 63
63
| version-cuda
stringclasses 1
value | version-numpy
stringclasses 1
value | version-numpy-libs
stringclasses 1
value | version-scipy
stringclasses 1
value | benchmark-git-tag
null |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
CBSD68 denoising
|
DRUNet
|
CBSD68[debug=True,img_size=256,noise=GaussianNoise,physics=Denoising,sigma=0.1]
| 0
|
Run_once
|
objective.py
|
solvers/drunet.py
|
datasets/cbsd68.py
|
Denoising
|
GaussianNoise
| 256
| 0.1
| true
| 1
| 0.000001
| 32.071734
| 0.179181
| 4.900446
| 0.59492
| 2.843866
| 0.047212
| null |
Linux
|
x86_64
|
6.12.43+deb13-amd64
|
#1 SMP PREEMPT_DYNAMIC Debian 6.12.43-1 (2025-08-27)
| 32
|
AMD Ryzen Threadripper 1950X 16-Core Processor
| 63
|
NVIDIA GeForce RTX 4090: cuda_12.4
|
2.0.1
|
1.16.2
| null |
|||
CBSD68 denoising
|
Restormer
|
CBSD68[debug=True,img_size=256,noise=GaussianNoise,physics=Denoising,sigma=0.1]
| 0
|
Run_once
|
objective.py
|
solvers/restformer.py
|
datasets/cbsd68.py
|
Denoising
|
GaussianNoise
| 256
| 0.1
| true
| 1
| 0.000001
| 32.148996
| 0.20176
| 5.109713
| 0.495105
| 12.917038
| 0.233939
| null |
Linux
|
x86_64
|
6.12.43+deb13-amd64
|
#1 SMP PREEMPT_DYNAMIC Debian 6.12.43-1 (2025-08-27)
| 32
|
AMD Ryzen Threadripper 1950X 16-Core Processor
| 63
|
NVIDIA GeForce RTX 4090: cuda_12.4
|
2.0.1
|
1.16.2
| null |
|||
DIV2K Gaussian Deblurring
|
RAM
|
DIV2K[debug=True,img_size=256,noise=GaussianNoise,physics=Blur,sigma=0.1]
| 0
|
Run_once
|
objective.py
|
solvers/ram.py
|
datasets/div2k.py
|
Blur
|
GaussianNoise
| 256
| 0.1
| true
| 1
| 0.000001
| 22.30521
| 1.156629
| 13.917359
| 7.884362
| 1.310123
| 0.184505
| null |
Linux
|
x86_64
|
6.12.43+deb13-amd64
|
#1 SMP PREEMPT_DYNAMIC Debian 6.12.43-1 (2025-08-27)
| 32
|
AMD Ryzen Threadripper 1950X 16-Core Processor
| 63
|
NVIDIA GeForce RTX 4090: cuda_12.4
|
2.0.1
|
1.16.2
| null |
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