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
Reflections Unlock: Geometry-Aware Reflection Disentanglement in 3D Gaussian Splatting for Photorealistic Scenes Rendering—0
OpenRR-1k: A Scalable Dataset for Real-World Reflection RemovalCode0
Single Image Reflection Removal via inter-layer Complementarity—0
PolarFree: Polarization-based Reflection-free ImagingCode2
Dereflection Any Image with Diffusion Priors and Diversified DataCode2
A Generative Approach to High Fidelity 3D Reconstruction from Text Data—0
A Lightweight Deep Exclusion Unfolding Network for Single Image Reflection RemovalCode0
Survey on Single-Image Reflection Removal using Deep Learning TechniquesCode0
DL2G: Degradation-guided Local-to-Global Restoration for Eyeglass Reflection Removal—0
Flash-Split: 2D Reflection Removal with Flash Cues and Latent Diffusion Separation—0
Single-image reflection removal via self-supervised diffusion models—0
Utilizing Multi-step Loss for Single Image Reflection RemovalCode0
Reversible Decoupling Network for Single Image Reflection RemovalCode2
Flash-Splat: 3D Reflection Removal with Flash Cues and Gaussian Splats—0
Deep Polarization Cues for Single-shot Shape and Subsurface Scattering Estimation—0
FIRM: Flexible Interactive Reflection reMovalCode1
Reflection Removal Using Recurrent Polarization-to-Polarization NetworkCode0
Learning to Deblur Polarized Images—0
PromptRR: Diffusion Models as Prompt Generators for Single Image Reflection RemovalCode1
Single Image Reflection Removal with Reflection Intensity Prior Knowledge—0
Revisiting Single Image Reflection Removal In the WildCode1
Single Image Reflection Separation via Component SynergyCode1
Benchmarking Ultra-High-Definition Image Reflection RemovalCode0
Fooling Polarization-based Vision using Locally Controllable Polarizing Projection—0
Variational Degeneration to Structural Refinement: A Unified Framework for Superimposed Image Decomposition—0
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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