SOTAVerified

Reflection Removal

Remove the spots from mirror and clear the picture

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 1–25 of 81 papers

TitleStatusHype
Dereflection Any Image with Diffusion Priors and Diversified DataCode2
Robust Reflection Removal with Flash-only Cues in the WildCode2
Learning to See Through ObstructionsCode2
PolarFree: Polarization-based Reflection-free ImagingCode2
Reversible Decoupling Network for Single Image Reflection RemovalCode2
PromptRR: Diffusion Models as Prompt Generators for Single Image Reflection RemovalCode1
Adaptive Network Combination for Single-Image Reflection Removal: A Domain Generalization PerspectiveCode1
Trash or Treasure? An Interactive Dual-Stream Strategy for Single Image Reflection SeparationCode1
Two-Stage Single Image Reflection Removal with Reflection-Aware GuidanceCode1
FIRM: Flexible Interactive Reflection reMovalCode1
Revisiting Single Image Reflection Removal In the WildCode1
Deep-Masking Generative Network: A Unified Framework for Background Restoration from Superimposed ImagesCode1
Robust Single Image Reflection Removal Against Adversarial AttacksCode1
Robust Reflection Removal with Reflection-free Flash-only CuesCode1
Location-aware Single Image Reflection RemovalCode1
Single Image Reflection Removal With Absorption EffectCode1
Improving Single-Image Defocus Deblurring: How Dual-Pixel Images Help Through Multi-Task LearningCode1
Single Image Reflection Separation via Component SynergyCode1
Polarized Reflection Removal with Perfect Alignment in the WildCode1
A Lightweight Deep Exclusion Unfolding Network for Single Image Reflection RemovalCode0
Global-Local Stepwise Generative Network for Ultra High-Resolution Image RestorationCode0
Seeing Deeply and Bidirectionally: A Deep Learning Approach for Single Image Reflection RemovalCode0
Fourier-Domain Optimization for Image ProcessingCode0
CRRN: Multi-Scale Guided Concurrent Reflection Removal NetworkCode0
A Generic Deep Architecture for Single Image Reflection Removal and Image SmoothingCode0
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All datasetsReal20SIR^2(Objects)SIR^2(Postcard)SIR^2(Wild)Nature

Benchmark Results

#ModelMetricClaimedVerifiedStatus
1RDNetPSNR25.58—Unverified
2DAIPSNR25.21—Unverified
3DSRNetPSNR24.23—Unverified
4RobustSIRRPSNR23.61—Unverified
5DExNetPSNR23.5—Unverified
6YTMT-UCTPSNR23.26—Unverified
7ERRNetPSNR22.89—Unverified
8IBCLNPSNR21.86—Unverified
#ModelMetricClaimedVerifiedStatus
1RDNetPSNR26.78—Unverified
2DExNetPSNR26.38—Unverified
3DSRNetPSNR26.28—Unverified
4YTMT-UCTPSNR24.87—Unverified
5ERRNetPSNR24.87—Unverified
6IBCLNPSNR24.87—Unverified
7Zhu et al.SSIM0.93—Unverified
#ModelMetricClaimedVerifiedStatus
1RDNetPSNR26.33—Unverified
2DExNetPSNR25.52—Unverified
3DSRNetPSNR24.56—Unverified
4IBCLNPSNR23.39—Unverified
5YTMT-UCTPSNR22.91—Unverified
6ERRNetPSNR22.04—Unverified
#ModelMetricClaimedVerifiedStatus
1RDNetPSNR27.7—Unverified
2DExNetPSNR26.95—Unverified
3DSRNetPSNR25.68—Unverified
4YTMT-UCTPSNR25.48—Unverified
5IBCLNPSNR24.71—Unverified
6ERRNetPSNR24.25—Unverified
#ModelMetricClaimedVerifiedStatus
1DAIPSNR26.81—Unverified
2RDNetPSNR26.21—Unverified
3Zhu et al.PSNR26.04—Unverified
4YTMT-UCSPSNR23.85—Unverified
5IBCLNPSNR23.57—Unverified