SOTAVerified

Image Reconstruction

Papers

Showing 876900 of 2143 papers

TitleStatusHype
Co-VeGAN: Complex-Valued Generative Adversarial Network for Compressive Sensing MR Image Reconstruction0
Hand Gestures Recognition in Videos Taken with Lensless Camera0
Handling Motion Blur in Multi-Frame Super-Resolution0
Accelerated Alternating Minimization for X-ray Tomographic Reconstruction0
Harnessing Sparsity over the Continuum: Atomic Norm Minimization for Super Resolution0
Dual-Path Multi-Scale Transformer for High-Quality Image Deraining0
HDCompression: Hybrid-Diffusion Image Compression for Ultra-Low Bitrates0
HDNet: High-resolution Dual-domain Learning for Spectral Compressive Imaging0
HDRfeat: A Feature-Rich Network for High Dynamic Range Image Reconstruction0
Dual Network Architecture for Few-view CT -- Trained on ImageNet Data and Transferred for Medical Imaging0
Dual-Domain Reconstruction Networks with V-Net and K-Net for fast MRI0
HDRTransDC: High Dynamic Range Image Reconstruction with Transformer Deformation Convolution0
Heavy Rain Face Image Restoration: Integrating Physical Degradation Model and Facial Component Guided Adversarial Learning0
Heterogeneous Light Fields0
Hierarchical Adaptive Filtering Network for Text Image Specular Highlight Removal0
Breast Ultrasound Computer-Aided Diagnosis Using Structure-Aware Triplet Path Networks0
Hierarchical Diffusion Autoencoders and Disentangled Image Manipulation0
Analysis Operator Learning and Its Application to Image Reconstruction0
CTLformer: A Hybrid Denoising Model Combining Convolutional Layers and Self-Attention for Enhanced CT Image Reconstruction0
Hierarchical Temperature Imaging Using Pseudo-Inversed Convolutional Neural Network Aided TDLAS Tomography0
High-Dimensional MR Reconstruction Integrating Subspace and Adaptive Generative Models0
Hyperparameter Analysis for Derivative Compressive Sampling0
High Dynamic Range Modulo Imaging for Robust Object Detection in Autonomous Driving0
High-Fidelity Diffusion-based Image Editing0
Dual-domain Cascade of U-nets for Multi-channel 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