SOTAVerified

Image Dehazing

Papers

Showing 5175 of 295 papers

TitleStatusHype
Image Restoration via Frequency SelectionCode1
Illumination Controllable Dehazing Network based on Unsupervised Retinex EmbeddingCode1
High-quality Image Dehazing with Diffusion ModelCode1
Image Dehazing Transformer With Transmission-Aware 3D Position EmbeddingCode1
Interaction-Guided Two-Branch Image Dehazing NetworkCode1
Fast Deep Multi-patch Hierarchical Network for Nonhomogeneous Image DehazingCode1
4K-HAZE: A Dehazing Benchmark with 4K Resolution Hazy and Haze-Free ImagesCode1
Dense Haze: A benchmark for image dehazing with dense-haze and haze-free imagesCode1
CoA: Towards Real Image Dehazing via Compression-and-AdaptationCode1
From Synthetic to Real: Image Dehazing Collaborating with Unlabeled Real DataCode1
HazeCLIP: Towards Language Guided Real-World Image DehazingCode1
Rethinking Image Restoration for Object DetectionCode1
Enhancing Visibility in Nighttime Haze Images Using Guided APSF and Gradient Adaptive ConvolutionCode1
A Novel Encoder-Decoder Network with Guided Transmission Map for Single Image DehazingCode1
Forward-only Diffusion Probabilistic ModelsCode1
CIE XYZ Net: Unprocessing Images for Low-Level Computer Vision TasksCode1
A Data-Centric Solution to NonHomogeneous Dehazing via Vision TransformerCode1
FriendNet: Detection-Friendly Dehazing NetworkCode1
Frequency Compensated Diffusion Model for Real-scene DehazingCode1
Domain Adaptation for Image DehazingCode1
Compound Multi-branch Feature Fusion for Real Image RestorationCode1
Addressing Domain Discrepancy: A Dual-branch Collaborative Model to Unsupervised DehazingCode1
Contrastive Learning for Compact Single Image DehazingCode1
Complementary Feature Enhanced Network with Vision Transformer for Image DehazingCode1
HazeSpace2M: A Dataset for Haze Aware Single Image DehazingCode1
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1ConvIRPSNR42.72Unverified
2MixDehazeNetPSNR42.62Unverified
3C2PNetPSNR42.56Unverified
4FSNetPSNR42.45Unverified
5ChaIRPSNR41.95Unverified
6SAD-NetPSNR41.71Unverified
7DSANetPSNR41.36Unverified
8gUNet-DPSNR41.34Unverified
9DEA-Net-CRPSNR41.31Unverified
10SFNetPSNR41.24Unverified
#ModelMetricClaimedVerifiedStatus
1ChaIRPSNR40.73Unverified
2FSNetPSNR40.4Unverified
3SFNetPSNR40.05Unverified
4Instruct-IPTPSNR39.95Unverified
5ConvIRPSNR39.42Unverified
6IRNeXtPSNR39.18Unverified
7CasDyF-NetPSNR38.86Unverified
8DSANetPSNR38.39Unverified
9SANetPSNR38.01Unverified
10SAD-NetPSNR37.78Unverified
#ModelMetricClaimedVerifiedStatus
1CasDyF-NetPSNR35.73Unverified
2MixDehazeNetPSNR35.64Unverified
3ConvIRPSNR34.5Unverified
4DEA-Net-CRPSNR34.25Unverified
5FSNetPSNR34.12Unverified
6gUNet-DPSNR33.52Unverified
7PMNetPSNR33.49Unverified
8DMT-NetPSNR28.53Unverified
9FFA-NetPSNR26.96Unverified
10GDNetPSNR23.29Unverified
#ModelMetricClaimedVerifiedStatus
1CasDyF-NetPSNR25.44Unverified
2ConvIRPSNR25.36Unverified
3SRDefogPSNR24.61Unverified
4CL2SPSNR24.58Unverified
5BPPNetPSNR24.27Unverified
6EDN-GTMPSNR23.46Unverified
7Cycle-DehazePSNR19.62Unverified
#ModelMetricClaimedVerifiedStatus
1DehazeFormer-BPSNR39.87Unverified
2gUNet-DPSNR39.7Unverified
3FFA-NetPSNR39.39Unverified
4GridDehazeNetPSNR36.4Unverified
5AECR-NetPSNR35.69Unverified
6GCANetPSNR34.41Unverified
7DehazeNetPSNR23.16Unverified
#ModelMetricClaimedVerifiedStatus
1DehazeFormer-BPSNR31.45Unverified
2MixDehazeNetPSNR30.18Unverified
3DA-CLIPPSNR30.16Unverified
4FFA-NetPSNR29.96Unverified
5DAPSNR27.76Unverified
6DCPDNPSNR19.39Unverified
#ModelMetricClaimedVerifiedStatus
1CasDyF-NetPSNR17.56Unverified
2SAD-NetPSNR17.16Unverified
3BPPNetPSNR17.01Unverified
4SRDefogPSNR16.67Unverified
5EDN-GTMPSNR15.43Unverified
#ModelMetricClaimedVerifiedStatus
1EDN-GTMPSNR22.9Unverified
2BPPNetPSNR22.56Unverified
3ConvIRPSNR22.44Unverified
4SAD-NetPSNR21.65Unverified
#ModelMetricClaimedVerifiedStatus
1CFENPSNR24.26Unverified
2DWGANPSNR22.13Unverified
3SRDefogPSNR20.99Unverified
4SAD-NetPSNR20.48Unverified
#ModelMetricClaimedVerifiedStatus
1FFA-NetPSNR27.45Unverified
2GMANPSNR24.64Unverified
3LCAPSNR18.32Unverified
#ModelMetricClaimedVerifiedStatus
1DehazeDCTPSNR21.73Unverified
#ModelMetricClaimedVerifiedStatus
1DehazeDCTPSNR22.36Unverified
#ModelMetricClaimedVerifiedStatus
1DehazeDCTPSNR22.86Unverified
#ModelMetricClaimedVerifiedStatus
1EENetPSNR27.45Unverified
#ModelMetricClaimedVerifiedStatus
1LCA-NetPSNR17.07Unverified