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ResearchFormerly WizWand

Single Image Reflection Removal on Objects 200 images (test)

27.61PSNRPRISM
22.482823.813925.14526.4761Dec 6, 2023May 10, 2024Oct 13, 2024Mar 18, 2025Aug 21, 2025Jan 24, 2026Jun 30, 2026
Updated 4mo ago

Evaluation results

MethodLinks
PRISM2026.0627.610.925
DIRS-PAIRData Setting=Setting I2026.0627.40.927
DSIT2026.0627.270.932
DAI2026.0627.260.92
SRNetVenue=TIP, 2024, Data Setting=Setting I2026.0626.960.912
DIRS-PAIRData Setting=Setting II2026.0626.870.926
RDNetNaturalness condition=with Naturalness (w Nat.)2024.1026.780.921
RDNetVenue=CVPR, 2025, Data Setting=Setting II2026.0626.780.921
RDNet2026.0626.780.921
DSRNetNaturalness condition=with Naturalness (w Nat.)2024.1026.740.92
DSRNet2026.0626.740.92
Zhu et al.Naturalness condition=with Naturalness (w Nat.)2024.1026.670.931
RRWVenue=CVPR, 2024, Extra Data Pairs=true2026.0626.670.931
RRW2026.0626.550.927
Zhong et al.Venue=CVPR, 2024, Data Setting=Setting II, Extra Data Pairs=true, Additional Prompts=true2026.0626.510.927
DExNetVenue=TPAMI, 2025, Data Setting=Setting II2026.0626.380.916
DSRNetNaturalness condition=without Naturalness (w/o Nat.)2024.1026.280.914
RAGNetNaturalness condition=without Naturalness (w/o Nat.)2024.1026.150.903
RDNetNaturalness condition=without Naturalness (w/o Nat.)2024.1025.760.905
RDNetVenue=CVPR, 2025, Data Setting=Setting I2026.0625.760.905
L-DiffERVenue=ECCV, 2024, Data Setting=Setting II, Extra Data Pairs=true, Additional Prompts=true2026.0625.750.918
Zheng et al.Venue=CVPR, 2021, Data Setting=Setting I2026.0625.20.88
PRRN+RPENStrategy=Synthetic strategy2023.1225.080.908
DMGNVenue=TIP, 2021, Data Setting=Setting I2026.0624.980.899
RobustSIRRVenue=CVPR, 2023, Data Setting=Setting I2026.0624.90.917
RobustSIRR2026.0624.90.917
ERRNetNaturalness condition=without Naturalness (w/o Nat.)2024.1024.870.896
IBCLNNaturalness condition=without Naturalness (w/o Nat.)2024.1024.870.893
YTMTNaturalness condition=without Naturalness (w/o Nat.)2024.1024.870.896
ERRNetStrategy=Synthetic strategy2023.1224.870.896
IBCLNStrategy=Synthetic strategy2023.1224.870.893
YTMT-UCTStrategy=Synthetic strategy2023.1224.870.896
ERRNetVenue=CVPR, 2019, Data Setting=Setting I2026.0624.870.896
IBCLNVenue=CVPR, 2020, Data Setting=Setting I2026.0624.870.893
ERRNet2026.0624.870.896
IBCLN2026.0624.870.893
YTMT2026.0624.870.896
PNACRVenue=MM, 2023, Data Setting=Setting II2026.0624.730.897
MoG-SIRRVenue=MMAsia, 2021, Data Setting=Setting I2026.0624.570.911
Dong et al.Naturalness condition=with Naturalness (w Nat.)2024.1024.360.898
Dong et al.Venue=ICCV, 2021, Data Setting=Setting II2026.0624.360.898
LASIRR2026.0624.360.898
Lei et al.Strategy=Synthetic strategy2023.1223.810.882
BDNStrategy=Synthetic strategy2023.1222.720.856
BDNVenue=ECCV, 2018, Data Setting=Setting I2026.0622.720.856
Zhang et al.Strategy=Synthetic strategy2023.1222.680.879
Zhang et al.Venue=CVPR, 2018, Data Setting=Setting I2026.0622.680.879