Single Image Reflection Removal on Wild 55 images (test)
29.54PSNRPRISM
Evaluation results
| Method | Links | ||
|---|---|---|---|
| PRISM2026.06 | 29.54 | 93.2 | |
| DIRS-PAIRData Setting=Setting II2026.06 | 27.9 | 92 | |
| RDNetNaturalness condition=with Naturalness (w Nat.)2024.10 | 27.7 | 91.5 | |
| RDNetVenue=CVPR, 2025, Data Setting=Setting II2026.06 | 27.7 | 91.5 | |
| RDNet2026.06 | 27.7 | 91.5 | |
| DAI2026.06 | 27.44 | 91.2 | |
| DSIT2026.06 | 27.4 | 91.8 | |
| YTMT-UCTrecovery_type=reflection2021.10 | 27.33 | 59 | |
| RDNetNaturalness condition=without Naturalness (w/o Nat.)2024.10 | 27.2 | 91 | |
| RDNetVenue=CVPR, 2025, Data Setting=Setting I2026.06 | 27.2 | 91 | |
| RDRNet2026.03 | 26.97 | 90.5 | |
| DExNetVenue=TPAMI, 2025, Data Setting=Setting II2026.06 | 26.95 | 90.8 | |
| RRW2026.06 | 26.51 | 91.3 | |
| Zhu et al.Naturalness condition=with Naturalness (w Nat.)2024.10 | 26.49 | 91.5 | |
| RRWVenue=CVPR, 2024, Extra Data Pairs=true2026.06 | 26.49 | 91.5 | |
| DIRS-PAIRData Setting=Setting I2026.06 | 26.41 | 91.1 | |
| Zhong et al.Venue=CVPR, 2024, Data Setting=Setting II, Extra Data Pairs=true, Additional Prompts=true2026.06 | 26.23 | 92.5 | |
| DSRNetNaturalness condition=with Naturalness (w Nat.)2024.10 | 26.11 | 90.6 | |
| L-DiffERVenue=ECCV, 2024, Data Setting=Setting II, Extra Data Pairs=true, Additional Prompts=true2026.06 | 26.11 | 90.9 | |
| DSRNet2026.06 | 26.11 | 90.6 | |
| LANet2026.03 | 26.06 | 90 | |
| DSRNet2026.03 | 26 | 90.2 | |
| ALANet2026.03 | 25.93 | 90 | |
| Dong et al.Naturalness condition=with Naturalness (w Nat.)2024.10 | 25.73 | 90.2 | |
| Dong et al.Venue=ICCV, 2021, Data Setting=Setting II2026.06 | 25.73 | 90.2 | |
| LASIRR2026.06 | 25.73 | 90.2 | |
| PNACRVenue=MM, 2023, Data Setting=Setting II2026.06 | 25.69 | 90.3 | |
| DSRNetNaturalness condition=without Naturalness (w/o Nat.)2024.10 | 25.68 | 89.6 | |
| SRNetVenue=TIP, 2024, Data Setting=Setting I2026.06 | 25.63 | 89.4 | |
| RAGNetNaturalness condition=without Naturalness (w/o Nat.)2024.10 | 25.53 | 88 | |
| ERRNetrecovery_type=reflection2021.10 | 25.52 | 46 | |
| YTMTNaturalness condition=without Naturalness (w/o Nat.)2024.10 | 25.48 | 89 | |
| YTMT-UCTStrategy=Synthetic strategy2023.12 | 25.48 | 89 | |
| PRRN+RPENStrategy=Synthetic strategy2023.12 | 25.48 | 88 | |
| YTMT2026.06 | 25.48 | 89 | |
| Zheng et al.Venue=CVPR, 2021, Data Setting=Setting I2026.06 | 25.39 | 87.8 | |
| YTMT2026.03 | 25.24 | 88.8 | |
| ERRNet2026.03 | 25.14 | 87.3 | |
| IBCLN2019.11 | 24.71 | 88.6 | |
| IBCLNNaturalness condition=without Naturalness (w/o Nat.)2024.10 | 24.71 | 88.6 | |
| IBCLNStrategy=Synthetic strategy2023.12 | 24.71 | 88.6 | |
| IBCLNVenue=CVPR, 2020, Data Setting=Setting I2026.06 | 24.71 | 88.6 | |
| IBCLN2026.06 | 24.71 | 88.6 | |
| IBCLN2026.03 | 24.46 | 88.5 | |
| ERRNetNaturalness condition=without Naturalness (w/o Nat.)2024.10 | 24.25 | 85.3 | |
| ERRNetStrategy=Synthetic strategy2023.12 | 24.25 | 85.3 | |
| ERRNetVenue=CVPR, 2019, Data Setting=Setting I2026.06 | 24.25 | 85.3 | |
| ERRNet2026.06 | 24.25 | 85.3 | |
| ERRNet-FMode=Fine-tuned2019.11 | 24.16 | 84.7 | |
| MoG-SIRRVenue=MMAsia, 2021, Data Setting=Setting I2026.06 | 24.13 | 89 | |
| Lei et al.Strategy=Synthetic strategy2023.12 | 23.84 | 86.6 | |
| DMGNVenue=TIP, 2021, Data Setting=Setting I2026.06 | 23.81 | 83.5 | |
| RobustSIRRVenue=CVPR, 2023, Data Setting=Setting I2026.06 | 23.67 | 88.4 | |
| RobustSIRR2026.06 | 23.67 | 88.4 | |
| BDNStrategy=Synthetic strategy2023.12 | 22.36 | 83 | |
| BDNVenue=ECCV, 2018, Data Setting=Setting I2026.06 | 22.36 | 83 | |
| BDN-FMode=Fine-tuned2019.11 | 22.34 | 82.1 | |
| CEILNet-FMode=Fine-tuned2019.11 | 22.14 | 81.9 | |
| BDN2026.03 | 22.02 | 82.2 | |
| RmNet2019.11 | 21.98 | 82.1 | |
| Zhang et al.2019.11 | 21.52 | 82.9 | |
| Zhang et al.Strategy=Synthetic strategy2023.12 | 21.52 | 83.2 | |
| Zhang et al.Venue=CVPR, 2018, Data Setting=Setting I2026.06 | 21.52 | 83.2 | |
| DMGN2026.03 | 21.34 | 77.4 | |
| IBCLNrecovery_type=reflection2021.10 | 20.83 | 29.8 |