Remote Sensing Image Dehazing on SateHaze1k Thin
26.2PSNRPoolNet + UDP
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| PoolNet + UDP2026.01 | 26.2 | 0.98 | |
| DVANetVenue=Ours2026.06 | 25.94 | 0.928 | |
| ConvIR + UDP2026.01 | 25.48 | 0.979 | |
| ZID-NetVenue & Year=-2026.04 | 25.26 | 0.928 | |
| ConvIR-S2026.01 | 25.11 | 0.978 | |
| PoolNet-S2026.01 | 25.02 | 0.979 | |
| FMambaIRVenue=TGRS’252026.06 | 24.58 | 0.912 | |
| UMWTransformer2026.01 | 24.29 | 0.919 | |
| UMWTransVenue=ECCV’222026.06 | 24.29 | 0.919 | |
| DehazeFormerVenue=TIP’232026.06 | 24.26 | 0.909 | |
| FocalNet2026.01 | 24.16 | 0.916 | |
| FocalNetVenue=ICCV’232026.06 | 24.16 | 0.916 | |
| DehazeFormer-BVenue & Year=TIP 20232026.04 | 24.1 | 0.916 | |
| DEANetVenue & Year=TIP 20242026.04 | 23.73 | 0.903 | |
| FCFT-Netspecially designed for remote sensing=true2026.01 | 23.59 | 0.913 | |
| FCTF-NetVenue=TGRS’202026.06 | 23.59 | 0.913 | |
| TURVenue & Year=AAAI 20252026.04 | 23.28 | 0.913 | |
| Restormer2026.01 | 23.08 | 0.912 | |
| RestormerVenue=CVPR’222026.06 | 23.08 | 0.912 | |
| DCMPNetVenue & Year=CVPR 20242026.04 | 22.87 | 0.905 | |
| UformerVenue=CVPR’222026.06 | 22.82 | 0.907 | |
| SANetVenue & Year=IJCAI 20232026.04 | 22.69 | 0.907 | |
| EMPFVenue=TGRS’232026.06 | 22.69 | 0.896 | |
| SGDNVenue & Year=AAAI 20252026.04 | 22.67 | 0.907 | |
| C2PNetVenue & Year=CVPR 20232026.04 | 22.66 | 0.909 | |
| TrinityVenue=TGRS’232026.06 | 22.65 | 0.896 | |
| SGIDVenue & Year=TIP 20222026.04 | 21.69 | 0.906 | |
| Trinity-Netspecially designed for remote sensing=true2026.01 | 21.55 | 0.884 | |
| FFAVenue & Year=AAAI 20202026.04 | 21.29 | 0.895 | |
| MB-TaylorFormerV2-BVenue & Year=TPAMI 20252026.04 | 21.12 | 0.898 | |
| H2RL-Netspecially designed for remote sensing=true2026.01 | 20.91 | 0.88 | |
| H2RL-NetVenue=GRSL’212026.06 | 20.91 | 0.88 | |
| DCPVenue & Year=TPAMI 20102026.04 | 20.61 | 0.886 | |
| C2PNet2026.01 | 19.62 | 0.88 | |
| C2PNetVenue=CVPR’232026.06 | 19.62 | 0.88 | |
| AOD-Net2026.01 | 19.54 | 0.854 | |
| AOD-NetVenue=ICCV’172026.06 | 19.54 | 0.854 | |
| Learning Hazing to DehazingVenue & Year=CVPR 20252026.04 | 13.79 | 0.217 |