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ResearchFormerly WizWand

Image Dehazing on RESIDE SOTS (outdoor)

36.64PSNRgUNet-D
18.429623.157327.88532.6127Apr 8, 2022Jun 16, 2022Aug 24, 2022Nov 1, 2022Jan 9, 2023Mar 19, 2023May 28, 2023
Updated 8mo ago

Evaluation results

MethodLinks
gUNet-D#Param (M)=5.025, MACs (G)=16.48, Latency (ms)=19.652022.0936.6498.6
MixDehazeNet-LParam(M)=12.42, MACs(G)=86.7, Latency(ms)=56.522023.0536.598.6
gUNet-B#Param (M)=2.614, MACs (G)=8.548, Latency (ms)=9.7122022.0936.2998.6
MixDehazeNet-BParam(M)=6.25, MACs(G)=43.61, Latency(ms)=28.452023.0535.6798.5
DehamerParam(M)=132.45, MACs(G)=48.932023.0535.1898.6
gUNet-S#Param (M)=1.408, MACs (G)=4.579, Latency (ms)=5.3772022.0935.1798.4
MixDehazeNet-SParam(M)=3.16, MACs(G)=22.06, Latency(ms)=14.562023.0535.0998.5
DehazeF-B#Param (M)=2.514, MACs (G)=25.79, Latency (ms)=27.162022.0934.9598.4
DehazeFormer-B#Param=2.514M, MACs=25.79G2022.0434.9598.4
UDNParam(M)=4.252023.0534.9398.7
PMNet#Param (M)=18.9, MACs (G)=81.13, Latency (ms)=28.082022.0934.7498.5
PMNetParam(M)=18.9, MACs(G)=81.13, Latency(ms)=27.162023.0534.7498.5
gUNet-T#Param (M)=0.805, MACs (G)=2.595, Latency (ms)=3.3912022.0934.5298.3
DehazeFormer-S#Param=1.283M, MACs=13.13G2022.0434.3698.3
DehazeFormer-M#Param=4.634M, MACs=48.64G2022.0434.2998.3
MAXIMParam(M)=14.1, MACs(G)=2162023.0534.1998.5
DehazeFormer-T#Param=0.686M, MACs=6.658G2022.0433.7198.2
FFA-Net#Param (M)=4.456, MACs (G)=287.8, Latency (ms)=55.912022.0933.5798.4
FFA-Net#Param=4.456M, MACs=287.8G2022.0433.5798.4
FFA-NetParam(M)=4.456, MACs(G)=287.8, Latency(ms)=55.912023.0533.5798.4
MSBDN#Param (M)=31.35, MACs (G)=41.54, Latency (ms)=13.252022.0933.4898.2
MSBDN#Param=31.35M, MACs=41.54G2022.0433.4898.2
MSBDNParam(M)=31.35, MACs(G)=41.54, Latency(ms)=13.252023.0533.4898.2
GDNet#Param (M)=0.956, MACs (G)=21.49, Latency (ms)=9.9052022.0930.8698.2
GridDehazeNet#Param=0.956M, MACs=21.49G2022.0430.8698.2
GridDehazeNetParam(M)=0.956, MACs(G)=21.49, Latency(ms)=9.9052023.0530.8698.2
DehazeNet#Param (M)=0.009, MACs (G)=0.581, Latency (ms)=0.9192022.0924.7592.7
DehazeNet#Param=0.009M, MACs=0.581G2022.0424.7592.7
DehazeNetParam(M)=0.009, MACs(G)=0.581, Latency(ms)=0.9192023.0524.7592.7
AOD-Net#Param (M)=0.002, MACs (G)=0.115, Latency (ms)=0.392022.0924.1492
AOD-Net#Param=0.002M, MACs=0.115G2022.0424.1492
AOD-NetParam(M)=0.002, MACs(G)=0.115, Latency(ms)=0.392023.0524.1492
MSCNN#Param (M)=0.008, MACs (G)=0.525, Latency (ms)=0.6192022.0922.0690.8
MSCNN#Param=0.008M, MACs=0.525G2022.0422.0690.8
MSCNNParam(M)=0.008, MACs(G)=0.525, Latency(ms)=0.6192023.0522.0690.8
GFN#Param (M)=0.499, MACs (G)=14.94, Latency (ms)=3.8492022.0921.5584.4
GFN#Param=0.499M, MACs=14.94G2022.0421.5584.4
GFNParam(M)=0.499, MACs(G)=14.94, Latency(ms)=3.8492023.0521.5584.4
DCP2022.0919.1381.5
DCP2022.0419.1381.5
DCP2023.0519.1381.5