Single Image Reflection Removal on Objects 200 images (test)
27.61PSNRPRISM
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| PRISM2026.06 | 27.61 | 0.925 | |
| DIRS-PAIRData Setting=Setting I2026.06 | 27.4 | 0.927 | |
| DSIT2026.06 | 27.27 | 0.932 | |
| DAI2026.06 | 27.26 | 0.92 | |
| SRNetVenue=TIP, 2024, Data Setting=Setting I2026.06 | 26.96 | 0.912 | |
| DIRS-PAIRData Setting=Setting II2026.06 | 26.87 | 0.926 | |
| RDNetNaturalness condition=with Naturalness (w Nat.)2024.10 | 26.78 | 0.921 | |
| RDNetVenue=CVPR, 2025, Data Setting=Setting II2026.06 | 26.78 | 0.921 | |
| RDNet2026.06 | 26.78 | 0.921 | |
| DSRNetNaturalness condition=with Naturalness (w Nat.)2024.10 | 26.74 | 0.92 | |
| DSRNet2026.06 | 26.74 | 0.92 | |
| Zhu et al.Naturalness condition=with Naturalness (w Nat.)2024.10 | 26.67 | 0.931 | |
| RRWVenue=CVPR, 2024, Extra Data Pairs=true2026.06 | 26.67 | 0.931 | |
| RRW2026.06 | 26.55 | 0.927 | |
| Zhong et al.Venue=CVPR, 2024, Data Setting=Setting II, Extra Data Pairs=true, Additional Prompts=true2026.06 | 26.51 | 0.927 | |
| DExNetVenue=TPAMI, 2025, Data Setting=Setting II2026.06 | 26.38 | 0.916 | |
| DSRNetNaturalness condition=without Naturalness (w/o Nat.)2024.10 | 26.28 | 0.914 | |
| RAGNetNaturalness condition=without Naturalness (w/o Nat.)2024.10 | 26.15 | 0.903 | |
| RDNetNaturalness condition=without Naturalness (w/o Nat.)2024.10 | 25.76 | 0.905 | |
| RDNetVenue=CVPR, 2025, Data Setting=Setting I2026.06 | 25.76 | 0.905 | |
| L-DiffERVenue=ECCV, 2024, Data Setting=Setting II, Extra Data Pairs=true, Additional Prompts=true2026.06 | 25.75 | 0.918 | |
| Zheng et al.Venue=CVPR, 2021, Data Setting=Setting I2026.06 | 25.2 | 0.88 | |
| PRRN+RPENStrategy=Synthetic strategy2023.12 | 25.08 | 0.908 | |
| DMGNVenue=TIP, 2021, Data Setting=Setting I2026.06 | 24.98 | 0.899 | |
| RobustSIRRVenue=CVPR, 2023, Data Setting=Setting I2026.06 | 24.9 | 0.917 | |
| RobustSIRR2026.06 | 24.9 | 0.917 | |
| ERRNetNaturalness condition=without Naturalness (w/o Nat.)2024.10 | 24.87 | 0.896 | |
| IBCLNNaturalness condition=without Naturalness (w/o Nat.)2024.10 | 24.87 | 0.893 | |
| YTMTNaturalness condition=without Naturalness (w/o Nat.)2024.10 | 24.87 | 0.896 | |
| ERRNetStrategy=Synthetic strategy2023.12 | 24.87 | 0.896 | |
| IBCLNStrategy=Synthetic strategy2023.12 | 24.87 | 0.893 | |
| YTMT-UCTStrategy=Synthetic strategy2023.12 | 24.87 | 0.896 | |
| ERRNetVenue=CVPR, 2019, Data Setting=Setting I2026.06 | 24.87 | 0.896 | |
| IBCLNVenue=CVPR, 2020, Data Setting=Setting I2026.06 | 24.87 | 0.893 | |
| ERRNet2026.06 | 24.87 | 0.896 | |
| IBCLN2026.06 | 24.87 | 0.893 | |
| YTMT2026.06 | 24.87 | 0.896 | |
| PNACRVenue=MM, 2023, Data Setting=Setting II2026.06 | 24.73 | 0.897 | |
| MoG-SIRRVenue=MMAsia, 2021, Data Setting=Setting I2026.06 | 24.57 | 0.911 | |
| Dong et al.Naturalness condition=with Naturalness (w Nat.)2024.10 | 24.36 | 0.898 | |
| Dong et al.Venue=ICCV, 2021, Data Setting=Setting II2026.06 | 24.36 | 0.898 | |
| LASIRR2026.06 | 24.36 | 0.898 | |
| Lei et al.Strategy=Synthetic strategy2023.12 | 23.81 | 0.882 | |
| BDNStrategy=Synthetic strategy2023.12 | 22.72 | 0.856 | |
| BDNVenue=ECCV, 2018, Data Setting=Setting I2026.06 | 22.72 | 0.856 | |
| Zhang et al.Strategy=Synthetic strategy2023.12 | 22.68 | 0.879 | |
| Zhang et al.Venue=CVPR, 2018, Data Setting=Setting I2026.06 | 22.68 | 0.879 |