SOTAVerified

Image Reconstruction

Papers

Showing 526550 of 2143 papers

TitleStatusHype
Exploiting Structural Consistency of Chest Anatomy for Unsupervised Anomaly Detection in Radiography ImagesCode1
Visual Privacy Auditing with Diffusion Models0
Physics-informed generative real-time lens-free imagingCode0
Reconstructing Visual Stimulus Images from EEG Signals Based on Deep Visual Representation Model0
HDRTransDC: High Dynamic Range Image Reconstruction with Transformer Deformation Convolution0
The R2D2 deep neural network series paradigm for fast precision imaging in radio astronomy0
Noise Level Adaptive Diffusion Model for Robust Reconstruction of Accelerated MRICode0
Single-Image HDR Reconstruction Assisted Ghost Suppression and Detail Preservation Network for Multi-Exposure HDR ImagingCode0
A Multi-Task Oriented Semantic Communication Framework for Autonomous Vehicles0
ProxNF: Neural Field Proximal Training for High-Resolution 4D Dynamic Image Reconstruction0
Enhanced Low-Dose CT Image Reconstruction by Domain and Task Shifting Gaussian Denoisers0
A Modular and Robust Physics-Based Approach for Lensless Image ReconstructionCode2
Equilibrium Model with Anisotropy for Model-Based Reconstruction in Magnetic Particle ImagingCode0
List-Mode PET Image Reconstruction Using Dykstra-Like Splitting0
Optimization of array encoding for ultrasound imagingCode0
Relaxometry Guided Quantitative Cardiac Magnetic Resonance Image ReconstructionCode0
Deep Network for Image Compressed Sensing Coding Using Local Structural Sampling0
MambaMIR: An Arbitrary-Masked Mamba for Joint Medical Image Reconstruction and Uncertainty EstimationCode0
Objective and Interpretable Breast Cosmesis Evaluation with Attention Guided Denoising Diffusion Anomaly Detection Model0
A Performance Evaluation of Filtered Delay Multiply and Sum Beamforming for Ultrasound Localization Microscopy: Preliminary Results0
Image space formalism of convolutional neural networks for k-space interpolation0
MIP: CLIP-based Image Reconstruction from PEFT Gradients0
Sparse2Inverse: Self-supervised inversion of sparse-view CT data0
Spherical Geometry Algorithm for Space-borne Synthetic Aperture Radar Imaging0
Exploiting Regional Information Transformer for Single Image DerainingCode1
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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