SOTAVerified

Image Reconstruction

Papers

Showing 351375 of 2143 papers

TitleStatusHype
AnimeDiffusion: Anime Face Line Drawing Colorization via Diffusion ModelsCode1
Cloud removal in Sentinel-2 imagery using a deep residual neural network and SAR-optical data fusionCode1
A Decoupled Multi-Task Network for Shadow RemovalCode1
CMRxRecon: An open cardiac MRI dataset for the competition of accelerated image reconstructionCode1
CNN-Based Image Reconstruction Method for Ultrafast Ultrasound ImagingCode1
Accelerated Motion Correction with Deep Generative Diffusion ModelsCode1
Neural-Pull: Learning Signed Distance Functions from Point Clouds by Learning to Pull Space onto SurfacesCode1
Noise2Inverse: Self-supervised deep convolutional denoising for tomographyCode1
S^2-Transformer for Mask-Aware Hyperspectral Image ReconstructionCode1
Computing Multiple Image Reconstructions with a Single HypernetworkCode1
A Lightweight Solution of Industrial Computed Tomography with Convolutional Neural Network0
CSI2Image: Image Reconstruction from Channel State Information Using Generative Adversarial Networks0
A Lightweight Reconstruction Network for Surface Defect Inspection0
Attenuation correction for brain PET imaging using deep neural network based on dixon and ZTE MR images0
3D Magnetic Inverse Routine for Single-Segment Magnetic Field Images0
CSTNet: A Dual-Branch Convolutional Network for Imaging of Reactive Flows using Chemical Species Tomography0
A Lightweight Dual-Domain Attention Framework for Sparse-View CT Reconstruction0
MR-EIT: Multi-Resolution Reconstruction for Electrical Impedance Tomography via Data-Driven and Unsupervised Dual-Mode Neural Networks0
Fast and Accurate: Video Enhancement using Sparse Depth0
ATP-Net: An Attention-based Ternary Projection Network For Compressed Sensing0
A Comprehensive Survey on Magnetic Resonance Image Reconstruction0
Cross-IQA: Unsupervised Learning for Image Quality Assessment0
CT Image Reconstruction in a Low Dimensional Manifold0
A Theory of Topological Derivatives for Inverse Rendering of Geometry0
Algorithm-driven Advances for Scientific CT Instruments: From Model-based to Deep Learning-based Approaches0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1Taming-VQGAN (16x16)FID3.64Unverified
2VQGAN-LC (16x16)FID2.62Unverified
3MaskGIT-VQGAN (16x16)FID2.28Unverified
4RQ-VAE (8x8x16)FID1.83Unverified
5TiTok-S-128FID1.71Unverified
6MaskBit (16x16)FID1.66Unverified
7ViT-VQGAN (16x16)FID1.28Unverified
8Open-Magvit2 (16x16)FID1.17Unverified
9Mo-VQGAN (16x16x4)FID1.12Unverified
10IBQ (16x16)FID1Unverified
#ModelMetricClaimedVerifiedStatus
1VAR (16x16)rFID9.85Unverified
2VQGAN (16x16)rFID5.95Unverified
3LlamaGen (16x16)rFID5.59Unverified
4Open-Magvit2 (16x16)rFID4.18Unverified
5MGVQ (16x16x4)rFID1.59Unverified
6SD-VAE (16x16)rFID1.07Unverified
#ModelMetricClaimedVerifiedStatus
1pix2pixFID96.31Unverified
2bFTFID74.9Unverified
3Xian et al._FID60.85Unverified
4PI-RECFID0.07Unverified
#ModelMetricClaimedVerifiedStatus
1pix2pixFID197.49Unverified
2bFTFID121.2Unverified
3Xian et al._FID44.76Unverified
4PI-RECFID0.02Unverified
#ModelMetricClaimedVerifiedStatus
1Ours (STFT: magnitude, L1l=1) W-ReplicateSSIM0.88Unverified
2Ours (STFT: magnitude, L1l=1) WS-ReplicateSSIM0.86Unverified
#ModelMetricClaimedVerifiedStatus
1AugVAE-SLFID3.28Unverified
2AugVAE-MLFID1.04Unverified
#ModelMetricClaimedVerifiedStatus
1bFTFID58.4Unverified
#ModelMetricClaimedVerifiedStatus
1SwinSFAverage PSNR39.61Unverified