Image Dehazing on SOTS Indoor
42.56PSNRC2PNet
Evaluation results
| Method | Links | ||
|---|---|---|---|
| C2PNetNumber of Parameters=7.17M2023.03 | 42.56 | 99.54 | |
| DCMPNetVenue & Year=CVPR 2024, Params=17.36M, FLOPs=69.23G2025.07 | 42.18 | 99.7 | |
| DGFDNetVenue & Year=-, Params=2.08M, FLOPs=13.65G2025.07 | 42.18 | 99.7 | |
| MLMIRSetting=Task-aligned2026.06 | 42.14 | 99.7 | |
| PGH2NetVenue=AAAI’25, Params (M)=1.76, FLOPs (G)=16.052025.12 | 41.7 | 99.6 | |
| PGH2NetVenue & Year=AAAI 2025, Params=1.76M, FLOPs=16.05G2025.07 | 41.7 | 99.6 | |
| PGH2NetSetting=Task-aligned2026.06 | 41.7 | 99.6 | |
| DefusionSetting=Task-aligned2026.06 | 41.65 | 99.5 | |
| Fourier-RWKVParams (M)=5.31, FLOPs (G)=15.692025.12 | 41.6 | 99.6 | |
| CSNetVenue=IJCAI’24, Params (M)=4.27, FLOPs (G)=41.192025.12 | 41.34 | 99.6 | |
| DEA-Net-CRSetting=Task-aligned2026.06 | 41.31 | 99.5 | |
| IRNextSetting=Task-aligned2026.06 | 41.21 | 99.6 | |
| FocalNetVenue=ICCV’23, Params (M)=3.74, FLOPs (G)=30.632025.12 | 40.82 | 99.6 | |
| FocalNetVenue & Year=ICCV 2023, Params=3.74M, FLOPs=30.63G2025.07 | 40.82 | 99.6 | |
| OKNetVenue=AAAI’24, Params (M)=4.72, FLOPs (G)=39.712025.12 | 40.79 | 99.6 | |
| OKNetVenue & Year=AAAI 2024, Params=4.72M, FLOPs=39.71G2025.07 | 40.79 | 99.6 | |
| MB-TaylorFormer-BVenue=ICCV’23, Params (M)=2.68, FLOPs (G)=38.52025.12 | 40.71 | 99.2 | |
| MB-TaylorFormer-BVenue & Year=ICCV 2023, Params=2.68M, FLOPs=38.5G2025.07 | 40.71 | 99.2 | |
| PaAgentVenue=-2026.03 | 40.65 | 99 | |
| DEA-NetVenue=TIP’24, Params (M)=3.65, FLOPs (G)=34.192025.12 | 40.2 | 99.3 | |
| DEA-NetVenue & Year=TIP 2024, Params=3.65M, FLOPs=34.19G2025.07 | 40.2 | 99.3 | |
| DehazeFormerVenue=TIP’23, Params (M)=4.634, FLOPs (G)=48.642025.12 | 40.05 | 99.6 | |
| DehazeFormerVenue & Year=TIP 2023, Params=4.634M, FLOPs=48.64G2025.07 | 40.05 | 99.6 | |
| DehazeFormerVenue=TIP’23, Parameters=25.5M2026.03 | 39.91 | 99.6 | |
| MAIRVenue=CVPR’25, Params (M)=3.40, FLOPs (G)=24.032025.12 | 39.45 | 99.7 | |
| UDNVenue & Year=AAAI 2022, Number of Parameters=4.25M2023.03 | 38.62 | 99.09 | |
| PMNetVenue=ECCV’22, Params (M)=18.90, FLOPs (G)=81.132025.12 | 38.41 | 99 | |
| PMNetVenue & Year=ECCV 2022, Params=18.90M, FLOPs=81.13G2025.07 | 38.41 | 99 | |
| DeHamerVenue=CVPR’22, Parameters=132.4M2026.03 | 38.2672 | 99.36 | |
| MAXIM-2SVenue & Year=CVPR 2022, Number of Parameters=14.1M2023.03 | 38.11 | 99.08 | |
| MAXIM-2SVenue=ICCV’22, Params (M)=14.10, FLOPs (G)=216.02025.12 | 38.11 | 99.1 | |
| MAXIM-2SVenue & Year=ICCV 2022, Params=14.10M, FLOPs=216.0G2025.07 | 38.11 | 99.1 | |
| FourmerVenue=ICML’23, Params (M)=1.29, FLOPs (G)=20.62025.12 | 37.32 | 99 | |
| FourmerVenue & Year=ICML 2023, Params=1.29M, FLOPs=20.6G2025.07 | 37.32 | 99 | |
| AECR-NetVenue & Year=CVPR 2021, Number of Parameters=2.61M2023.03 | 37.17 | 99.01 | |
| DeHamerVenue & Year=CVPR 2022, Number of Parameters=132.45M2023.03 | 36.63 | 98.81 | |
| DehamerVenue=CVPR’22, Params (M)=132.50, FLOPs (G)=60.32025.12 | 36.63 | 98.8 | |
| DehamerVenue & Year=CVPR 2022, Params=132.50M, FLOPs=60.3G2025.07 | 36.63 | 98.8 | |
| DGSolverVenue=NIPS’252026.03 | 36.41 | 98 | |
| FFA-Net2019.11 | 36.39 | 98.86 | |
| FFA-NetVenue & Year=AAAI 2020, Number of Parameters=4.46M2023.03 | 36.39 | 98.86 | |
| FFA-NetVenue=AAAI’20, Params (M)=4.456, FLOPs (G)=287.82025.12 | 36.39 | 98.9 | |
| FFA-NetVenue & Year=AAAI 2020, Params=4.456M, FLOPs=287.8G2025.07 | 36.39 | 98.9 | |
| UHDformerVenue=AAAI’24, Parameters=0.3393M2026.03 | 35.7413 | 99.2 | |
| MSBDNVenue=CVPR’20, Parameters=31.4M2026.03 | 34.4219 | 98.99 | |
| DM2F-NetVenue & Year=ICCV 2019, Number of Parameters=92.14M2023.03 | 34.29 | 97.28 | |
| GridNetVenue=ICCV’19, Parameters=0.96M2026.03 | 33.8244 | 99.24 | |
| MSBDNVenue=CVPR’20, Params (M)=31.35, FLOPs (G)=41.542025.12 | 33.67 | 98.5 | |
| MSBDNVenue & Year=CVPR 2020, Params=31.35M, FLOPs=41.54G2025.07 | 33.67 | 98.5 | |
| AgenticIRVenue=ICLR’252026.03 | 33.46 | 99 | |
| MSBDNVenue & Year=CVPR 2020, Number of Parameters=31.35M2023.03 | 32.77 | 98.12 | |
| UHDPromerVenue=-, Parameters=0.7430M2026.03 | 32.4778 | 98.92 | |
| GridDehazeNetestimation strategy=direct2019.08 | 32.16 | 98.36 | |
| GDNVenue & Year=ICCV 2019, Number of Parameters=0.96M2023.03 | 32.16 | 98.36 | |
| GridDehazeNetVenue=ICCV’19, Params (M)=0.956, FLOPs (G)=21.492025.12 | 32.16 | 98.4 | |
| GridDehazeNetVenue & Year=ICCV 2019, Params=0.956M, FLOPs=21.49G2025.07 | 32.16 | 98.4 | |
| PFDNVenue=ECCV’20, Parameters=12M2026.03 | 31.2308 | 98.53 | |
| GCANet2019.11 | 30.23 | 98 | |
| GCANetVenue & Year=WACV 2019, Number of Parameters=0.70M2023.03 | 30.06 | 95.96 | |
| GFNpre-trained on OTS=true2019.08 | 24.91 | 91.86 | |
| PromptIRVenue=NIPS’232026.03 | 23.52 | 93 | |
| DehazeNet2018.10 | 22.66 | 83.25 | |
| GFN2018.10 | 22.44 | 88.44 | |
| GFN2019.11 | 22.3 | 88 | |
| DehazeNet2019.11 | 21.14 | 84.72 | |
| DehazeNetVenue & Year=TIP 2016, Number of Parameters=0.01M2023.03 | 21.14 | 84.72 | |
| AOD-Net2018.10 | 21.01 | 83.72 | |
| D4Venue=CVPR’22, Parameters=22.9M2026.03 | 20.5449 | 92.36 | |
| GMAN2018.10 | 20.53 | 80.81 | |
| AOD-Netpre-trained on OTS=true2019.08 | 20.51 | 81.62 | |
| MSCNN2018.10 | 20.01 | 79.07 | |
| MSCNNpre-trained on OTS=true2019.08 | 19.84 | 83.27 | |
| DehazeNetpre-trained on OTS=true2019.08 | 19.82 | 82.09 | |
| DA-RCOTVenue=TPAMI’252026.03 | 19.2 | 87 | |
| AOD-Net2019.11 | 19.06 | 85.04 | |
| AODNetVenue & Year=ICCV 2017, Number of Parameters=0.002M2023.03 | 19.06 | 85.04 | |
| AdaIRVenue=ICLR’252026.03 | 18.99 | 88 | |
| DCP2018.10 | 18.87 | 79.35 | |
| UHDVenue=CVPR’21, Parameters=34.5M2026.03 | 18.7488 | 84.86 | |
| NDR-RestoreVenue=TIP’242026.03 | 17.27 | 85 | |
| DCP2019.11 | 16.62 | 81.79 | |
| DCPVenue & Year=TPAMI 20102023.03 | 16.62 | 81.79 | |
| DCPpre-trained on OTS=false2019.08 | 16.61 | 85.46 | |
| RAMVenue=ECCV’242026.03 | 13.09 | 74 | |
| AWRaCLeVenue=AAAI’252026.03 | 12.3 | 71 | |
| CPLIRVenue=TPAMI’252026.03 | 12.06 | 69 | |
| GridFormerVenue=IJCV’242026.03 | 11.96 | 70 | |
| DFPIRVenue=CVPR’252026.03 | 10.56 | 66 |