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SOTA Single Image Reflection Removal benchmarks and papers with code | Wizwand
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Single Image Reflection Removal
Benchmarks
Dataset Name
SOTA Method
Dataset Name
SOTA Method
Metric
Trend
Results
Last Updated
Real20 (test)
Ours + DEBS
PSNR
27.58
70
4d ago
Objects (test)
ERRNet
PSNR
24.87
22
4d ago
Nature (test)
ReflexSplit
PSNR
27.03
19
4d ago
Wild 55 images (test)
RDNet
PSNR
27.7
19
4d ago
Average (Real20, Objects, Postcard, Wild) (test)
RDNet
PSNR
26.65
18
4d ago
DRR-C 200 new (challenging)
DAI
PSNR
23.83
17
4d ago
Nature 20
WindowSeat
PSNR
27.57
15
4d ago
Postcard (test)
IBCLN
PSNR
23.39
14
4d ago
SIR2 500 standard (test)
DAI
PSNR
27.32
12
4d ago
Nature 20 standard (test)
DAI
PSNR
27.05
12
4d ago
Nature 20 (test)
Ours + DEBS
PSNR
27.34
11
4d ago
SIR2 454 (test)
Ours + DEBS
PSNR
28.08
11
4d ago
DRR-S 200 new (standard)
DAI
PSNR
27.21
11
4d ago
Objects 200 images (test)
RDNet
PSNR
26.78
10
4d ago
Five Real-world Datasets (Real20, Objects, Postcard, Wild, Nature) Average (494) (test)
DPIT
PSNR
27.21
9
4d ago
Wild (test)
Input
PSNR
26.24
8
4d ago
SIR^2 141 36 (test)
SIRR-LMM
PSNR (Postcard)
26.2
7
4d ago
Nature 27 (test)
DSIT
PSNR
26.07
7
4d ago
Real 20 55 (test)
SIRR-LMM
PSNR
24.89
7
4d ago
SIR2 500
Dereflection Any Image
PSNR
27.32
7
4d ago
DRR-S 200 v1 (Standard)
Dereflection Any Image
PSNR
27.21
6
4d ago
Average 494 images (test)
IBCLN
PSNR
24.08
6
4d ago
Zhang 20 images (test)
ERRNet-F
PSNR
23.35
6
4d ago
Wildscene
SIRR-LMM
Win Rate
48.57
4
4d ago
SolidObject
SIRR-LMM
Win Rate
41.43
4
4d ago
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