Image Dehazing on RESIDE SOTS (outdoor)
36.64PSNRgUNet-D
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| gUNet-D#Param (M)=5.025, MACs (G)=16.48, Latency (ms)=19.652022.09 | 36.64 | 98.6 | |
| MixDehazeNet-LParam(M)=12.42, MACs(G)=86.7, Latency(ms)=56.522023.05 | 36.5 | 98.6 | |
| gUNet-B#Param (M)=2.614, MACs (G)=8.548, Latency (ms)=9.7122022.09 | 36.29 | 98.6 | |
| MixDehazeNet-BParam(M)=6.25, MACs(G)=43.61, Latency(ms)=28.452023.05 | 35.67 | 98.5 | |
| DehamerParam(M)=132.45, MACs(G)=48.932023.05 | 35.18 | 98.6 | |
| gUNet-S#Param (M)=1.408, MACs (G)=4.579, Latency (ms)=5.3772022.09 | 35.17 | 98.4 | |
| MixDehazeNet-SParam(M)=3.16, MACs(G)=22.06, Latency(ms)=14.562023.05 | 35.09 | 98.5 | |
| DehazeF-B#Param (M)=2.514, MACs (G)=25.79, Latency (ms)=27.162022.09 | 34.95 | 98.4 | |
| DehazeFormer-B#Param=2.514M, MACs=25.79G2022.04 | 34.95 | 98.4 | |
| UDNParam(M)=4.252023.05 | 34.93 | 98.7 | |
| PMNet#Param (M)=18.9, MACs (G)=81.13, Latency (ms)=28.082022.09 | 34.74 | 98.5 | |
| PMNetParam(M)=18.9, MACs(G)=81.13, Latency(ms)=27.162023.05 | 34.74 | 98.5 | |
| gUNet-T#Param (M)=0.805, MACs (G)=2.595, Latency (ms)=3.3912022.09 | 34.52 | 98.3 | |
| DehazeFormer-S#Param=1.283M, MACs=13.13G2022.04 | 34.36 | 98.3 | |
| DehazeFormer-M#Param=4.634M, MACs=48.64G2022.04 | 34.29 | 98.3 | |
| MAXIMParam(M)=14.1, MACs(G)=2162023.05 | 34.19 | 98.5 | |
| DehazeFormer-T#Param=0.686M, MACs=6.658G2022.04 | 33.71 | 98.2 | |
| FFA-Net#Param (M)=4.456, MACs (G)=287.8, Latency (ms)=55.912022.09 | 33.57 | 98.4 | |
| FFA-Net#Param=4.456M, MACs=287.8G2022.04 | 33.57 | 98.4 | |
| FFA-NetParam(M)=4.456, MACs(G)=287.8, Latency(ms)=55.912023.05 | 33.57 | 98.4 | |
| MSBDN#Param (M)=31.35, MACs (G)=41.54, Latency (ms)=13.252022.09 | 33.48 | 98.2 | |
| MSBDN#Param=31.35M, MACs=41.54G2022.04 | 33.48 | 98.2 | |
| MSBDNParam(M)=31.35, MACs(G)=41.54, Latency(ms)=13.252023.05 | 33.48 | 98.2 | |
| GDNet#Param (M)=0.956, MACs (G)=21.49, Latency (ms)=9.9052022.09 | 30.86 | 98.2 | |
| GridDehazeNet#Param=0.956M, MACs=21.49G2022.04 | 30.86 | 98.2 | |
| GridDehazeNetParam(M)=0.956, MACs(G)=21.49, Latency(ms)=9.9052023.05 | 30.86 | 98.2 | |
| DehazeNet#Param (M)=0.009, MACs (G)=0.581, Latency (ms)=0.9192022.09 | 24.75 | 92.7 | |
| DehazeNet#Param=0.009M, MACs=0.581G2022.04 | 24.75 | 92.7 | |
| DehazeNetParam(M)=0.009, MACs(G)=0.581, Latency(ms)=0.9192023.05 | 24.75 | 92.7 | |
| AOD-Net#Param (M)=0.002, MACs (G)=0.115, Latency (ms)=0.392022.09 | 24.14 | 92 | |
| AOD-Net#Param=0.002M, MACs=0.115G2022.04 | 24.14 | 92 | |
| AOD-NetParam(M)=0.002, MACs(G)=0.115, Latency(ms)=0.392023.05 | 24.14 | 92 | |
| MSCNN#Param (M)=0.008, MACs (G)=0.525, Latency (ms)=0.6192022.09 | 22.06 | 90.8 | |
| MSCNN#Param=0.008M, MACs=0.525G2022.04 | 22.06 | 90.8 | |
| MSCNNParam(M)=0.008, MACs(G)=0.525, Latency(ms)=0.6192023.05 | 22.06 | 90.8 | |
| GFN#Param (M)=0.499, MACs (G)=14.94, Latency (ms)=3.8492022.09 | 21.55 | 84.4 | |
| GFN#Param=0.499M, MACs=14.94G2022.04 | 21.55 | 84.4 | |
| GFNParam(M)=0.499, MACs(G)=14.94, Latency(ms)=3.8492023.05 | 21.55 | 84.4 | |
| DCP2022.09 | 19.13 | 81.5 | |
| DCP2022.04 | 19.13 | 81.5 | |
| DCP2023.05 | 19.13 | 81.5 |