Image Dehazing on Dense-Haze (test)
72SSIMOurs
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| OursEvaluation Protocol=Proposed method training2026.01 | 72 | 16.184 | — | |
| DehazeFormerEvaluation Protocol=Trained on paper datasets2026.01 | 70.6 | 15.484 | — | |
| FourmerEvaluation Protocol=Trained on paper datasets2026.01 | 70.2 | 15.428 | — | |
| DeHamerEvaluation Protocol=Trained on paper datasets2026.01 | 70 | 15.278 | — | |
| MSBDNEvaluation Protocol=Trained on paper datasets2026.01 | 69.5 | 14.123 | — | |
| C2PEvaluation Protocol=Trained on paper datasets2026.01 | 69.5 | 15.355 | — | |
| MITNetEvaluation Protocol=Trained on paper datasets2026.01 | 69.5 | 15.235 | — | |
| DEANetEvaluation Protocol=Trained on paper datasets2026.01 | 68.7 | 15.868 | — | |
| FFAEvaluation Protocol=Trained on paper datasets2026.01 | 68.6 | 14.086 | — | |
| DCMPNetEvaluation Protocol=Trained on paper datasets2026.01 | 67.1 | 15.12 | — | |
| ConvIR + UDPUniversal Dehazing Paradigm=Enabled2026.01 | 67 | 17.55 | 0.5813 | |
| GridDehazeNetEvaluation Protocol=Trained on paper datasets2026.01 | 66.5 | 13.447 | — | |
| CasDyF-Net2024.09 | 65.8 | 17.56 | — | |
| FSNet2026.01 | 65 | 17.13 | 0.5756 | |
| ConvIR-S2026.01 | 65 | 17.45 | 0.6 | |
| FSNet + UDPUniversal Dehazing Paradigm=Enabled2026.01 | 65 | 17.85 | 0.6033 | |
| FocalNet2026.01 | 63 | 17.07 | 0.6087 | |
| ConvIR-B2024.09 | 62.1 | 16.86 | — | |
| MB-TaylorFormerV2-B2026.01 | 62 | 16.95 | — | |
| BPPNetResolution=512x512, Running Time=31.1 ms2020.08 | 61.3 | 17.01 | — | |
| HistoFusionNet2026.04 | 61.1 | 18.314 | — | |
| PGH2Net2026.01 | 61 | 17.02 | — | |
| DehazeDCT2026.04 | 59.2 | 17.861 | — | |
| ResFlow2026.06 | 59 | 17.12 | — | |
| DWT-FFC2026.04 | 58.8 | 17.103 | — | |
| SFMN2026.04 | 58.7 | 16.855 | — | |
| SFNet2026.01 | 58 | 17.46 | 0.5689 | |
| C2PNet2026.01 | 57 | 16.88 | — | |
| Morales et al.2020.08 | 56.9 | 16.37 | — | |
| MB-TaylorFormer-L2024.09 | 56.6 | 16.64 | — | |
| DeHamer2024.09 | 56 | 16.62 | — | |
| DeHamer2026.01 | 56 | 16.62 | 0.6346 | |
| MB-TaylorFormer-B2026.01 | 56 | 16.66 | 0.6125 | |
| MSBDN2024.09 | 55.5 | 15.13 | — | |
| FFA-Net2024.09 | 54.9 | 15.7 | — | |
| SGID-PFF2024.09 | 51.7 | 12.49 | — | |
| Geodesic Flow MatchingManifold=Hyperbolic2026.06 | 51.4 | 18.58 | — | |
| PMNet2024.09 | 51 | 16.79 | — | |
| PMNet2026.01 | 51 | 16.79 | — | |
| Geodesic Flow MatchingManifold=Euclidean2026.06 | 51 | 18.72 | — | |
| Geodesic Flow MatchingManifold=Spherical2026.06 | 50.9 | 18.56 | — | |
| PTTDEvaluation Protocol=Officially released pretrained weights2026.01 | 49.8 | 14.537 | — | |
| CORUNEvaluation Protocol=Officially released pretrained weights2026.01 | 49.4 | 9.893 | — | |
| MSBDN2026.01 | 49 | 15.37 | — | |
| RIDCPEvaluation Protocol=Officially released pretrained weights2026.01 | 43.7 | 9.587 | — | |
| DehazeNet2026.01 | 43 | 13.84 | — | |
| IPCEvaluation Protocol=Officially released pretrained weights2026.01 | 41.4 | 7.138 | — | |
| CVPR'092020.08 | 39.8 | 14.56 | — | |
| SFSNiD2026.04 | 39.2 | 15.201 | — | |
| Cai et al.2020.08 | 37.4 | 11.36 | — | |
| ECCV'162020.08 | 36.9 | 12.52 | — | |
| GridDehazeNet2024.09 | 36.8 | 13.31 | — | |
| CVPR'162020.08 | 35.8 | 13.18 | — | |
| Meng et al.2020.08 | 35.2 | 14.62 | — | |
| Fattal2020.08 | 32.6 | 12.11 | — | |
| Ancuti et al.2020.08 | 30.6 | 13.67 | — |