Remote Sensing Image Dehazing on SateHaze1k Thick
23.13PSNRPoolNet + UDP
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| PoolNet + UDP2026.01 | 23.13 | 95.1 | |
| ConvIR + UDP2026.01 | 22.95 | 95.3 | |
| DVANetVenue=Ours2026.06 | 22.95 | 85.9 | |
| ZID-NetVenue & Year=-2026.04 | 22.91 | 86.9 | |
| PoolNet-S2026.01 | 22.73 | 95.5 | |
| ConvIR-S2026.01 | 22.65 | 95 | |
| FMambaIRVenue=TGRS’252026.06 | 22.65 | 85 | |
| DehazeFormerVenue=TIP’232026.06 | 22.26 | 83.5 | |
| FocalNet2026.01 | 21.69 | 84.7 | |
| FocalNetVenue=ICCV’232026.06 | 21.69 | 84.7 | |
| Trinity-Netspecially designed for remote sensing=true2026.01 | 20.97 | 82.3 | |
| TrinityVenue=TGRS’232026.06 | 20.57 | 82.4 | |
| UformerVenue=CVPR’222026.06 | 20.36 | 81.5 | |
| EMPFVenue=TGRS’232026.06 | 20.23 | 82.2 | |
| UMWTransformer2026.01 | 20.07 | 82.5 | |
| UMWTransVenue=ECCV’222026.06 | 20.07 | 82.5 | |
| FCFT-Netspecially designed for remote sensing=true2026.01 | 20.03 | 81.6 | |
| FCTF-NetVenue=TGRS’202026.06 | 20.03 | 81.6 | |
| Restormer2026.01 | 18.58 | 76.2 | |
| RestormerVenue=CVPR’222026.06 | 18.58 | 76.2 | |
| H2RL-Netspecially designed for remote sensing=true2026.01 | 17.41 | 76.8 | |
| H2RL-NetVenue=GRSL’212026.06 | 17.41 | 76.8 | |
| SANetVenue & Year=IJCAI 20232026.04 | 17.34 | 76.6 | |
| DEANetVenue & Year=TIP 20242026.04 | 17.24 | 78.9 | |
| C2PNet2026.01 | 16.83 | 79 | |
| C2PNetVenue=CVPR’232026.06 | 16.83 | 79 | |
| DCPVenue & Year=TPAMI 20102026.04 | 16.73 | 77.3 | |
| MB-TaylorFormerV2-BVenue & Year=TPAMI 20252026.04 | 16.52 | 80.8 | |
| AOD-Net2026.01 | 15.92 | 73.1 | |
| AOD-NetVenue=ICCV’172026.06 | 15.92 | 73.1 | |
| DehazeFormer-BVenue & Year=TIP 20232026.04 | 15.83 | 75.1 | |
| DCMPNetVenue & Year=CVPR 20242026.04 | 14.83 | 72.8 | |
| C2PNetVenue & Year=CVPR 20232026.04 | 14.66 | 76.1 | |
| TURVenue & Year=AAAI 20252026.04 | 14.55 | 77.1 | |
| Learning Hazing to DehazingVenue & Year=CVPR 20252026.04 | 13.49 | 19.6 | |
| SGDNVenue & Year=AAAI 20252026.04 | 13.32 | 73.5 | |
| SGIDVenue & Year=TIP 20222026.04 | 12.29 | 69.2 | |
| FFAVenue & Year=AAAI 20202026.04 | 12.14 | 64.8 |