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SOTA Single Image Super-Resolution benchmarks and papers with code | Wizwand
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Single Image Super-Resolution
Benchmarks
Dataset Name
SOTA Method
Dataset Name
SOTA Method
Metric
Trend
Results
Last Updated
Urban100
GRL-B
PSNR
35.06
500
1mo ago
Set5
DRLN+
PSNR
38.34
352
1mo ago
Urban100 (test)
DRCT-L
PSNR
35.11
311
1mo ago
Set14
CSRNet
PSNR
34.12
252
1mo ago
BSD100
Hi-IR-L
PSNR
32.77
211
1mo ago
DIV2K (val)
BAIRNet†
PSNR
44.99
151
1mo ago
Set5 (test)
CRAFT
PSNR
38.23
55
1mo ago
Set5 x4 scale (test)
TNRD_7x7
PSNR
33.29
51
1mo ago
Set5 x2 scale (test)
TNRD_7x7
PSNR
41.29
43
1mo ago
Set5 x4 (test)
CPAT†
PSNR
33.24
42
1mo ago
Urban100 scale 2
RCAN
PSNR
33.34
40
1mo ago
Set5 x2 (test)
CPAT†
PSNR
38.72
38
1mo ago
Set14 x2 (test)
CPAT†
PSNR
34.97
22
1mo ago
Urban100
RL-CSC
IFC
9.372
21
1mo ago
Set14
RL-CSC
IFC
8.656
21
1mo ago
Set5
RL-CSC
IFC
9.095
21
1mo ago
Urban100 scale 4
DBPN-RES-MR64-3
PSNR
27.08
20
1mo ago
SR-CACO-2 full image (test)
DFCAN
PSNR (CELL0)
43.19
18
1mo ago
U100 x4 (test)
CSRNet
PSNR
26.92
16
1mo ago
100 subjects MRI dataset Axial
DMAP
PSNR
33.08
15
1mo ago
Set14 (test)
VDSR
Run Time (s)
0.0172
15
1mo ago
Average Set5, Set14, BSDS100, Urban100, Manga109 x4 (test)
ShiftLUT-L
PSNR
28.19
14
1mo ago
U100
CSRNet
PSNR
33.14
14
1mo ago
LSDIR
Full-Precision
PSNR
26.43
13
1mo ago
BSDS100 x2 upscaling (test)
SPBP-L+
PSNR
32.21
13
1mo ago
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