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SOTA Low-light enhancement benchmarks and papers with code | Wizwand
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Low-light enhancement
Benchmarks
Dataset Name
SOTA Method
Dataset Name
SOTA Method
Metric
Trend
Results
Last Updated
LOL v1 (test)
Resfusion
PSNR
30.02
53
1mo ago
BVI-RLV 40 dynamic scenes
Retinexformer
PSNR
32.63
26
16d ago
MDRS-Landsat
EvoIR
PSNR
44.73
12
1mo ago
merged low
Regression-based specialized models
FID
48.47
11
1mo ago
Low-light enhancement dataset
ShadowDiffusion
LPIPS
0.1
11
1mo ago
FoundIR-L
AutoDIR
PSNR
21.91
10
1mo ago
DID (413 HD pairs)
TempRetinex
PSNR
32.24
9
16d ago
RealIR-Bench
RealRestorer
LPS
0.597
8
22d ago
LOL v2
DiffUIR
PSNR
26.14
8
1mo ago
LOL v1
DiffUIR
PSNR
21.36
8
1mo ago
Efficiency Benchmarking 256 x 256 input
Retinexformer
Params (M)
1.61
8
1mo ago
LoL-C Level 1 1.0 (test)
VICT
Brightness
20.72
8
1mo ago
SID-RGB (test)
RDDM
PSNR
23.97
7
1mo ago
AIO-IR Low-light enhancement
DFPIR
PSNR
25.92
5
1mo ago
Visual In-Context Learning (V-ICL) Benchmark
VIRAL
PSNR
25.24
5
1mo ago
200 sampled images (test)
PromptFix
LPIPS
0.161
5
1mo ago
LOL dataset
CIDNet + ORNet
MUSIQ
74.88
4
1mo ago
LoL-C level 3 v1 (test)
VICT
PSNR (Brightness)
18.34
4
1mo ago
LoL-C (test)
VICT
Brightness Score
19.29
4
1mo ago
LoL-C level 5 (test)
VICT
Brightness Score
18.19
4
1mo ago
LoL-C level 4 (val)
VICT
Brightness Degradation Score
17.82
4
1mo ago
LoL-C level 1 (test)
VICT
PSNR (brightness)
20.72
4
1mo ago
LoL-C level 2 corruptions (test)
VICT
PSNR (Brightness Corruption)
19.29
4
1mo ago
LoL-C
Painter
Brightness Score
17
4
1mo ago
LOL v2-real (evaluation)
Resfusion
PSNR
22.06
3
1mo ago
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