SOTAVerified

Image Reconstruction

Papers

Showing 10511075 of 2143 papers

TitleStatusHype
Convolutional Sparse Coding for Image Super-Resolution0
Convolutional Sparse Representations with Gradient Penalties0
Convolutional variational autoencoders for secure lossy image compression in remote sensing0
Cortical-inspired image reconstruction via sub-Riemannian geometry and hypoelliptic diffusion0
Cost-Effective Quasi-Parallel Sensing Instrumentation for Industrial Chemical Species Tomography0
Co-VeGAN: Complex-Valued Generative Adversarial Network for Compressive Sensing MR Image Reconstruction0
Cross-domain Self-supervised Framework for Photoacoustic Computed Tomography Image Reconstruction0
Cross-IQA: Unsupervised Learning for Image Quality Assessment0
CSI2Image: Image Reconstruction from Channel State Information Using Generative Adversarial Networks0
CSTNet: A Dual-Branch Convolutional Network for Imaging of Reactive Flows using Chemical Species Tomography0
CT Image Reconstruction in a Low Dimensional Manifold0
CTLformer: A Hybrid Denoising Model Combining Convolutional Layers and Self-Attention for Enhanced CT Image Reconstruction0
Parallel Diffusion Model-based Sparse-view Cone-beam Breast CT0
Cycle-Constrained Adversarial Denoising Convolutional Network for PET Image Denoising: Multi-Dimensional Validation on Large Datasets with Reader Study and Real Low-Dose Data0
Cycle Contrastive Adversarial Learning for Unsupervised image Deraining0
DAM-GAN : Image Inpainting using Dynamic Attention Map based on Fake Texture Detection0
DARCS: Memory-Efficient Deep Compressed Sensing Reconstruction for Acceleration of 3D Whole-Heart Coronary MR Angiography0
Is Differentiable Architecture Search truly a One-Shot Method?0
Data and Image Prior Integration for Image Reconstruction Using Consensus Equilibrium0
Data augmentation for deep learning based accelerated MRI reconstruction0
Data consistency networks for (calibration-less) accelerated parallel MR image reconstruction0
Data Consistent CT Reconstruction from Insufficient Data with Learned Prior Images0
Data-Consistent Non-Cartesian Deep Subspace Learning for Efficient Dynamic MR Image Reconstruction0
Data-Driven Bilateral Generalized Two-Dimensional Quaternion Principal Component Analysis with Application to Color Face Recognition0
Data-Driven Learning of a Union of Sparsifying Transforms Model for Blind Compressed Sensing0
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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