Image Dehazing on Haze4k (test)
35.31PSNRFSNet + UDP
Evaluation results
| Method | Links | ||
|---|---|---|---|
| FSNet + UDPmodule=UDP2026.01 | 35.31 | 99 | |
| MB-TaylorFormerV2-B2026.01 | 34.92 | 99 | |
| ConvIR + UDPmodule=UDP2026.01 | 34.82 | 99 | |
| MB-TaylorFormer-L2026.01 | 34.47 | 99 | |
| DEA-Net-CR# Param. (M)=3.653, # FLOPs (G)=32.23, Runtime (ms)=7.0932023.01 | 34.25 | 99 | |
| DEA-Net-CR2026.01 | 34.25 | 99 | |
| ConvIR-B2026.01 | 34.15 | 99 | |
| FSNet2026.01 | 34.12 | 99 | |
| gUNet-D#Param (M)=5.025, MACs (G)=16.48, Latency (ms)=19.652022.09 | 33.52 | 98.8 | |
| SHA-Net2021.11 | 33.49 | 98 | |
| PMNet#Param (M)=18.9, MACs (G)=81.13, Latency (ms)=28.082022.09 | 33.49 | 98 | |
| PMDNet# Param. (M)=18.92023.01 | 33.49 | 98 | |
| PMNet2026.01 | 33.49 | 98 | |
| GridFormer2026.01 | 33.27 | 99 | |
| DEA-Net# Param. (M)=3.653, # FLOPs (G)=32.23, Runtime (ms)=7.0932023.01 | 33.19 | 99 | |
| gUNet-B#Param (M)=2.614, MACs (G)=8.548, Latency (ms)=9.7122022.09 | 33.12 | 98.8 | |
| gUNet-S#Param (M)=1.408, MACs (G)=4.579, Latency (ms)=5.3772022.09 | 32.18 | 98.5 | |
| gUNet-T#Param (M)=0.805, MACs (G)=2.595, Latency (ms)=3.3912022.09 | 31.6 | 98.4 | |
| DMT-Net2021.11 | 28.53 | 96 | |
| DMT-Net# Param. (M)=51.79, # FLOPs (G)=75.56, Runtime (ms)=26.832023.01 | 28.53 | 96 | |
| DMT-Net2026.01 | 28.53 | 96 | |
| DMT-Net2021.08 | 28.53 | 96 | |
| DID-Net2021.08 | 27.81 | 95 | |
| FFA-Net# Param. (M)=4.456, # FLOPs (G)=287.5, Runtime (ms)=47.982023.01 | 26.97 | 95 | |
| FFA-NetYear=20202021.08 | 26.97 | 95 | |
| FFA-Net2021.11 | 26.96 | 95 | |
| FFA-Net#Param (M)=4.456, MACs (G)=287.8, Latency (ms)=55.912022.09 | 26.96 | 95 | |
| FFA-Net2026.01 | 26.96 | 95 | |
| DM2F-NetYear=20192021.08 | 24.61 | 92 | |
| DAYear=20202021.08 | 24.03 | 90 | |
| DCPDNYear=20182021.08 | 23.86 | 91 | |
| GDN2021.11 | 23.29 | 93 | |
| GDNet#Param (M)=0.956, MACs (G)=21.49, Latency (ms)=9.9052022.09 | 23.29 | 93 | |
| GridDehazeNet2026.01 | 23.29 | 93 | |
| GDNYear=20192021.08 | 23.29 | 93 | |
| MSBDN2021.11 | 22.99 | 85 | |
| MSBDN#Param (M)=31.35, MACs (G)=41.54, Latency (ms)=13.252022.09 | 22.99 | 85 | |
| MSBDN# Param. (M)=31.35, # FLOPs (G)=24.44, Runtime (ms)=9.8262023.01 | 22.99 | 85 | |
| MSBDNYear=20202021.08 | 22.99 | 85 | |
| EPDNYear=20192021.08 | 21.08 | 86 | |
| DehazeNet2021.11 | 19.12 | 84 | |
| DehazeNet#Param (M)=0.009, MACs (G)=0.581, Latency (ms)=0.9192022.09 | 19.12 | 84 | |
| DehazeNet# Param. (M)=0.008, # FLOPs (G)=0.5409, Runtime (ms)=0.99322023.01 | 19.12 | 84 | |
| DehazeNet2026.01 | 19.12 | 84 | |
| DehazeNetYear=20162021.08 | 19.12 | 84 | |
| AOD-Net2021.11 | 17.15 | 83 | |
| AOD-Net#Param (M)=0.002, MACs (G)=0.115, Latency (ms)=0.392022.09 | 17.15 | 83 | |
| AOD-Net# Param. (M)=0.0018, # FLOPs (G)=0.1146, Runtime (ms)=0.31592023.01 | 17.15 | 83 | |
| AOD-NetYear=20172021.08 | 17.15 | 83 | |
| NLD2021.11 | 15.27 | 67 | |
| NLDYear=20162021.08 | 15.27 | 67 | |
| DCP2021.11 | 14.01 | 76 | |
| DCP2022.09 | 14.01 | 76 | |
| MSCNN#Param (M)=0.008, MACs (G)=0.525, Latency (ms)=0.6192022.09 | 14.01 | 51 | |
| DCP2023.01 | 14.01 | 76 | |
| MSCNNYear=20162021.08 | 14.01 | 51 | |
| DCPYear=20112021.08 | 14.01 | 76 |