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ResearchFormerly WizWand

Image Dehazing on SOTS outdoor RESIDE (test)

40.4PSNRFSNet
13.588820.549427.5134.4706Dec 6, 2018Feb 28, 2020May 23, 2021Aug 16, 2022Nov 8, 2023Jan 31, 2025Apr 26, 2026
Updated 6mo ago

Evaluation results

MethodLinks
FSNetParams (M)=13.28, FLOPS (G)=1112024.0940.40.997
ConvIR-BParams (M)=8.63, FLOPS (G)=71.222024.0939.420.996
CasDyF-NetParams (M)=6.23, FLOPS (G)=40.552024.0938.860.995
ZID-Net2026.0438.730.993
DSANetParams (M)=3.86, FLOPS (G)=37.722024.0938.390.995
MB-TaylorFormer-LParams (M)=7.41, FLOPS (G)=86.32024.0938.090.989
OKNetParams (M)=14.3, FLOPS (G)=422024.0937.680.995
C2PNetVenue & Year=CVPR 20232026.0436.680.99
MixDehazeNet-LParams (M)=12.42, FLOPS (G)=86.72024.0936.50.986
DehazeVenue & Year=TIP2026.0434.950.984
PMNetParams (M)=18.9, FLOPS (G)=81.132024.0934.740.985
SGIDVenue & Year=TIP 20222026.0434.360.983
MAXIMParams (M)=14.1, FLOPS (G)=2162024.0934.190.985
FFA-NetParams (M)=4.456, FLOPS (G)=287.82024.0933.570.984
FFAVenue & Year=AAAI 20202026.0433.570.984
U2-Former2021.1231.10.976
GridDehazeNetParams (M)=0.956, FLOPS (G)=21.52024.0930.860.982
DMGN2021.1228.560.97
DA2021.1227.140.938
DehazeNet2020.0826.840.8264
Uformer2021.1226.520.944
DM2F-Net2021.1226.50.912
ODCRTraining Protocol=Unpaired, #Param (M)=11.38, Latency (ms)=10.142024.0426.160.96
D4Training Protocol=Unpaired, #Param (M)=10.70, Latency (ms)=28.082024.0425.830.956
DehazeNetTraining Protocol=Paired, #Param (M)=0.009, Latency (ms)=0.9192024.0424.750.927
AOD-NetTraining Protocol=Paired, #Param (M)=0.002, Latency (ms)=0.3902024.0424.140.92
Deep DCPEpoch=272018.1224.080.933
AOD-Net2020.0824.080.8726
USID-NetTraining Protocol=Unpaired, #Param (M)=3.780, Latency (ms)=31.012024.0423.890.919
CUTTraining Protocol=Unpaired, #Param (M)=11.38, Latency (ms)=10.062024.0423.670.904
LCA-Net2020.0823.370.8763
GCANet2021.1223.180.914
DehazeNet2021.1222.90.881
DehazeNet2018.1222.720.858
CAP2018.1222.30.914
MSCNN2020.0821.730.8313
GFN2018.1221.490.838
AOD-Net2018.1221.340.924
CycleDehazeTraining Protocol=Unpaired, #Param (M)=11.38, Latency (ms)=10.192024.0421.310.899
GRM2020.0820.770.7617
CycleGANTraining Protocol=Unpaired, #Param (M)=11.38, Latency (ms)=10.222024.0420.550.856
RefineDNetTraining Protocol=Unpaired, #Param (M)=65.80, Latency (ms)=248.52024.0419.840.853
AOD-Net2021.1219.620.836
MSCNN2018.1219.560.863
NLD2020.0819.520.7328
DCPTraining Protocol=Unpaired2024.0419.130.815
DCP2020.0818.540.71
NLD2018.1218.070.802
BCCR2020.0817.710.7409
GDNTraining Protocol=Paired, #Param (M)=0.956, Latency (ms)=9.9052024.0417.690.841
DCP2018.1217.560.822
DCP2021.1217.120.844
DCPVenue & Year=TPAMI 20102026.0416.980.858
FVR2020.0816.610.7236
BCCR2018.1215.490.781
YOLYTraining Protocol=Unpaired, #Param (M)=32.002024.0414.750.857
MSCNNTraining Protocol=Paired, #Param (M)=0.008, Latency (ms)=0.6192024.0414.620.908