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Reflection Removal 벤치마크

Reflection Removal on SIR^2(Objects)

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PSNR

24.87 25.35 25.83 26.3 26.78 2019-04 2026-09 ERRNet — 24.87 (2019-04-01) ERRNet — 24.87 (2019-04-01) IBCLN — 24.87 (2019-11-15) IBCLN — 24.87 (2019-11-15) YTMT-UCT — 24.87 (2021-10-20) YTMT-UCT — 24.87 (2021-10-20) DSRNet — 26.28 (2023-08-19) DSRNet — 26.28 (2023-08-19) RDNet — 26.78 (2024-10-10) RDNet — 26.78 (2024-10-10) DExNet — 26.38 (2025-03-03) DExNet — 26.38 (2025-03-03) ERRNet — 24.87 (2019-04-01) DSRNet — 26.28 (2023-08-19) RDNet — 26.78 (2024-10-10)
RankModel PSNRSSIM PaperCodeYear
1 RDNet 26.780.921 Reversible Decoupling Network for Single Image Reflection Removal lime-j/RDNet 2024
2 DExNet 26.380.916 A Lightweight Deep Exclusion Unfolding Network for Single Image Reflection Removal jjhuangcs/DExNet 2025
3 DSRNet 26.280.914 Single Image Reflection Separation via Component Synergy mingcv/dsrnet 2023
4 YTMT-UCT 24.870.896 Trash or Treasure? An Interactive Dual-Stream Strategy for Single Image Reflection Separation mingcv/ytmt-strategy 2021
4 ERRNet 24.870.896 Single Image Reflection Removal Exploiting Misaligned Training Data and Network Enhancements Vandermode/ERRNet 2019
4 IBCLN 24.870.893 Single Image Reflection Removal through Cascaded Refinement JHL-HUST/IBCLN · akhil451/reflection_removal · karanysingh/SIRR-using-IBCLN 2019
7 Zhu et al. –0.931 Reversible Decoupling Network for Single Image Reflection Removal lime-j/RDNet 2024
8 RDNet 26.780.921 Reversible Decoupling Network for Single Image Reflection Removal lime-j/RDNet 2024
9 DExNet 26.380.916 A Lightweight Deep Exclusion Unfolding Network for Single Image Reflection Removal jjhuangcs/DExNet 2025
10 DSRNet 26.280.914 Single Image Reflection Separation via Component Synergy mingcv/dsrnet 2023
11 YTMT-UCT 24.870.896 Trash or Treasure? An Interactive Dual-Stream Strategy for Single Image Reflection Separation mingcv/ytmt-strategy 2021
11 ERRNet 24.870.896 Single Image Reflection Removal Exploiting Misaligned Training Data and Network Enhancements Vandermode/ERRNet 2019
11 IBCLN 24.870.893 Single Image Reflection Removal through Cascaded Refinement JHL-HUST/IBCLN · akhil451/reflection_removal · karanysingh/SIRR-using-IBCLN 2019
14 Zhu et al. –0.931 Reversible Decoupling Network for Single Image Reflection Removal lime-j/RDNet 2024
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