Image Dehazing on RESIDE SOTS 6K (mix)
31.57PSNRDehazeFormer-B+SPN
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| DehazeFormer-B+SPNModel Variant=DehazeFormer-B, Contrastive Paradigm=SPN2023.09 | 31.57 | 98.1 | |
| DehazeFormer-B#Param=2.514M, MACs=25.79G2022.04 | 31.45 | 98 | |
| DehazeFormer-BModel Variant=DehazeFormer-B2023.09 | 31.45 | 98 | |
| DehazeFormer-M#Param=4.634M, MACs=48.64G2022.04 | 30.89 | 97.7 | |
| DehazeFormer-S+SPNModel Variant=DehazeFormer-S, Contrastive Paradigm=SPN2023.09 | 30.77 | 97.8 | |
| FFANet+SPNModel Variant=FFANet, Contrastive Paradigm=SPN2023.09 | 30.65 | 97.6 | |
| DehazeFormer-S#Param=1.283M, MACs=13.13G2022.04 | 30.62 | 97.6 | |
| DehazeFormer-SModel Variant=DehazeFormer-S2023.09 | 30.62 | 97.6 | |
| DehazeFormer-T+SPNModel Variant=DehazeFormer-T, Contrastive Paradigm=SPN2023.09 | 30.44 | 97.4 | |
| DehazeFormer-T#Param=0.686M, MACs=6.658G2022.04 | 30.36 | 97.3 | |
| DehazeFormer-TModel Variant=DehazeFormer-T2023.09 | 30.36 | 97.3 | |
| FFA-Net#Param=4.456M, MACs=287.8G2022.04 | 29.96 | 97.3 | |
| FFANetModel Variant=FFANet2023.09 | 29.96 | 97.3 | |
| MSBDN#Param=31.35M, MACs=41.54G2022.04 | 28.56 | 96.6 | |
| AECR-Net#Param=2.611M, MACs=52.20G2022.04 | 28.52 | 96.4 | |
| PFDN#Param=11.27M, MACs=50.46G2022.04 | 28.15 | 96.2 | |
| GridDehazeNet#Param=0.956M, MACs=21.49G2022.04 | 25.86 | 94.4 | |
| GCANet#Param=0.702M, MACs=18.41G2022.04 | 25.09 | 92.3 | |
| GFN#Param=0.499M, MACs=14.94G2022.04 | 23.52 | 90.5 | |
| DehazeNet#Param=0.009M, MACs=0.581G2022.04 | 21.02 | 87 | |
| MSCNN#Param=0.008M, MACs=0.525G2022.04 | 20.31 | 86.3 | |
| AOD-Net#Param=0.002M, MACs=0.115G2022.04 | 20.27 | 85.5 | |
| DCP2022.04 | 17.88 | 81.6 |