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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
3mo ago
Set5
DRLN+
PSNR
38.34
352
3mo ago
Urban100 (test)
DRCT-L
PSNR
35.11
341
20d ago
Set14
CSRNet
PSNR
34.12
252
3mo ago
BSD100
Hi-IR-L
PSNR
32.77
211
3mo ago
DIV2K (val)
BAIRNet†
PSNR
44.99
151
3mo ago
Set5 (test)
CRAFT
PSNR
38.23
55
3mo ago
Set5 x4 scale (test)
TNRD_7x7
PSNR
33.29
51
3mo ago
Set5 x2 scale (test)
TNRD_7x7
PSNR
41.29
43
3mo ago
Set5 x4 (test)
CPAT†
PSNR
33.24
42
3mo ago
Urban100 scale 2
RCAN
PSNR
33.34
40
3mo ago
Set5 x2 (test)
CPAT†
PSNR
38.72
38
2mo ago
Set14 x2 (test)
CPAT†
PSNR
34.97
36
15d ago
Urban100
RL-CSC
IFC
9.372
21
3mo ago
Set14
RL-CSC
IFC
8.656
21
3mo ago
Set5
RL-CSC
IFC
9.095
21
3mo ago
Average Set5, Set14, BSDS100, Urban100, Manga109 x4 (test)
T-PMambaSR
PSNR
29.49
20
1mo ago
Urban100 scale 4
DBPN-RES-MR64-3
PSNR
27.08
20
3mo ago
SR-CACO-2 full image (test)
DFCAN
PSNR (CELL0)
43.19
18
3mo ago
U100 x4 (test)
CSRNet
PSNR
26.92
16
3mo ago
100 subjects MRI dataset Axial
DMAP
PSNR
33.08
15
3mo ago
Set14 (test)
VDSR
Run Time (s)
0.0172
15
3mo ago
U100
CSRNet
PSNR
33.14
14
3mo ago
LSDIR
Full-Precision
PSNR
26.43
13
3mo ago
BSDS100 x2 upscaling (test)
SPBP-L+
PSNR
32.21
13
3mo ago
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