Image Dehazing on SOTS indoor RESIDE (test)
43.21PSNRCasDyF-Net
Evaluation results
| Method | Links | ||
|---|---|---|---|
| CasDyF-NetParams (M)=6.23, FLOPS (G)=40.552024.09 | 43.21 | 99.7 | |
| ZID-Net2026.04 | 42.77 | 99.7 | |
| ConvIR-BParams (M)=8.63, FLOPS (G)=71.222024.09 | 42.72 | 99.7 | |
| MB-TaylorFormer-LParams (M)=7.41, FLOPS (G)=86.32024.09 | 42.64 | 99.4 | |
| MixDehazeNet-LParams (M)=12.42, FLOPS (G)=86.72024.09 | 42.62 | 99.7 | |
| C2PNetVenue & Year=CVPR 20232026.04 | 42.56 | 99.5 | |
| FSNetParams (M)=13.28, FLOPS (G)=1112024.09 | 42.45 | 99.7 | |
| DSANetParams (M)=3.86, FLOPS (G)=37.722024.09 | 41.36 | 99.7 | |
| OKNetParams (M)=14.3, FLOPS (G)=422024.09 | 40.79 | 99.6 | |
| DehazeFormer-LParams (M)=25.44, FLOPS (G)=279.72024.09 | 40.05 | 99.6 | |
| SGIDVenue & Year=TIP 20222026.04 | 38.52 | 99.1 | |
| PMNetParams (M)=18.9, FLOPS (G)=81.132024.09 | 38.41 | 99 | |
| MAXIMParams (M)=14.1, FLOPS (G)=2162024.09 | 38.11 | 99.1 | |
| DehazeVenue & Year=TIP2026.04 | 37.84 | 99.4 | |
| U2-Former2021.12 | 36.42 | 98.8 | |
| FFA-NetParams (M)=4.456, FLOPS (G)=287.82024.09 | 36.39 | 98.9 | |
| FFAVenue & Year=AAAI 20202026.04 | 36.39 | 98.9 | |
| DM2F-Net2021.12 | 34.27 | 96.5 | |
| GDNTraining Protocol=Paired, #Param (M)=0.956, Latency (ms)=9.9052024.04 | 32.16 | 98.3 | |
| GridDehazeNetParams (M)=0.956, FLOPS (G)=21.52024.09 | 32.16 | 98.4 | |
| Uformer2021.12 | 31.91 | 97.1 | |
| DMGN2021.12 | 30.95 | 97.7 | |
| GCANet2021.12 | 29.72 | 95.3 | |
| ODCRTraining Protocol=Unpaired, #Param (M)=11.38, Latency (ms)=10.142024.04 | 26.32 | 94.5 | |
| DA2021.12 | 25.66 | 92.7 | |
| D4Training Protocol=Unpaired, #Param (M)=10.70, Latency (ms)=28.082024.04 | 25.42 | 93.2 | |
| RefineDNetTraining Protocol=Unpaired, #Param (M)=65.80, Latency (ms)=248.52024.04 | 24.36 | 93.9 | |
| CUTTraining Protocol=Unpaired, #Param (M)=11.38, Latency (ms)=10.062024.04 | 24.3 | 91.1 | |
| GFN2018.12 | 22.32 | 88 | |
| DehazeNet2021.12 | 21.45 | 86.4 | |
| USID-NetTraining Protocol=Unpaired, #Param (M)=3.780, Latency (ms)=31.012024.04 | 21.41 | 89.4 | |
| CycleGANTraining Protocol=Unpaired, #Param (M)=11.38, Latency (ms)=10.222024.04 | 21.34 | 89.8 | |
| DehazeNet2018.12 | 21.14 | 84.7 | |
| AOD-NetTraining Protocol=Paired, #Param (M)=0.002, Latency (ms)=0.3902024.04 | 20.51 | 81.6 | |
| DCP2018.12 | 20.15 | 87.2 | |
| CycleDehazeTraining Protocol=Unpaired, #Param (M)=11.38, Latency (ms)=10.192024.04 | 20.11 | 85.4 | |
| DCP2021.12 | 19.91 | 85.7 | |
| MSCNNTraining Protocol=Paired, #Param (M)=0.008, Latency (ms)=0.6192024.04 | 19.84 | 83.3 | |
| DehazeNetTraining Protocol=Paired, #Param (M)=0.009, Latency (ms)=0.9192024.04 | 19.82 | 81.8 | |
| DCPVenue & Year=TPAMI 20102026.04 | 19.5 | 85.9 | |
| AOD-Net2018.12 | 19.38 | 84.9 | |
| Deep DCPEpoch=302018.12 | 19.25 | 83.2 | |
| CAP2018.12 | 19.05 | 83.6 | |
| AOD-Net2021.12 | 17.68 | 78.5 | |
| NLD2018.12 | 17.29 | 74.9 | |
| MSCNN2018.12 | 17.11 | 80.5 | |
| BCCR2018.12 | 16.88 | 79.1 | |
| YOLYTraining Protocol=Unpaired, #Param (M)=32.002024.04 | 15.84 | 81.9 | |
| DCPTraining Protocol=Unpaired2024.04 | 13.1 | 69.9 |