SOTAVerified

Image Reconstruction

Papers

Showing 701725 of 2143 papers

TitleStatusHype
EventGAN: Leveraging Large Scale Image Datasets for Event CamerasCode0
Averaged Deep Denoisers for Image RegularizationCode0
Exploring End-to-end Differentiable Neural Charged Particle Tracking -- A Loss Landscape PerspectiveCode0
General Phase Regularized Reconstruction using Phase CyclingCode0
MAC-ReconNet: A Multiple Acquisition Context based Convolutional Neural Network for MR Image Reconstruction using Dynamic Weight PredictionCode0
Equilibrium Model with Anisotropy for Model-Based Reconstruction in Magnetic Particle ImagingCode0
Deep learning-based hyperspectral image reconstruction for quality assessment of agro-product0
Deep learning based electrical noise removal enables high spectral optoacoustic contrast in deep tissue0
Deep learning based dictionary learning and tomographic image reconstruction0
A Lightweight Solution of Industrial Computed Tomography with Convolutional Neural Network0
Deep Learning Based Detection and Correction of Cardiac MR Motion Artefacts During Reconstruction for High-Quality Segmentation0
Deep learning-based color holographic microscopy0
Deep-learning-based Breast CT for Radiation Dose Reduction0
Attenuation correction for brain PET imaging using deep neural network based on dixon and ZTE MR images0
A Lightweight Reconstruction Network for Surface Defect Inspection0
Deep Learning Approach for Hyperspectral Image Demosaicking, Spectral Correction and High-resolution RGB Reconstruction0
Deep kernel representations of latent space features for low-dose PET-MR imaging robust to variable dose reduction0
Deep Kernel Representation for Image Reconstruction in PET0
Deep Joint Semantic Coding and Beamforming for Near-Space Airship-Borne Massive MIMO Network0
A Lightweight Dual-Domain Attention Framework for Sparse-View CT Reconstruction0
Deep Image Reconstruction using Unregistered Measurements without Groundtruth0
Deep Image Priors for Magnetic Resonance Fingerprinting with pretrained Bloch-consistent denoising autoencoders0
ATP-Net: An Attention-based Ternary Projection Network For Compressed Sensing0
Fast and Accurate: Video Enhancement using Sparse Depth0
A Comprehensive Survey on Magnetic Resonance Image Reconstruction0
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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