SOTAVerified

Image Reconstruction

Papers

Showing 901925 of 2143 papers

TitleStatusHype
The Dependence of Parallel Imaging with Linear Predictability on the Undersampling Direction0
Targeted Image Reconstruction by Sampling Pre-trained Diffusion ModelCode0
Cross-domain Self-supervised Framework for Photoacoustic Computed Tomography Image Reconstruction0
Centroid adapted frequency selective extrapolation for reconstruction of lost image areas0
Multi-Modal and Multi-Resolution Data Fusion for High-Resolution Cloud Removal: A Novel Baseline and BenchmarkCode1
eFIN: Enhanced Fourier Imager Network for generalizable autofocusing and pixel super-resolution in holographic imaging0
DLGSANet: Lightweight Dynamic Local and Global Self-Attention Networks for Image Super-Resolution0
Biomedical Image Reconstruction: A Survey0
Removing Anomalies as Noises for Industrial Defect Localization0
Eulerian Single-Photon Vision0
High-Resolution Image Reconstruction With Latent Diffusion Models From Human Brain ActivityCode3
Masked Representation Learning for Domain Generalized Stereo Matching0
Ground-Truth Free Meta-Learning for Deep Compressive Sampling0
Context-Aware Pretraining for Efficient Blind Image DecompositionCode1
Learning Adaptive Dense Event Stereo From the Image Domain0
StyleRes: Transforming the Residuals for Real Image Editing with StyleGANCode1
Application of Unsupervised Domain Adaptation for Structural MRI Analysis0
Unsupervised Representation Learning from Pre-trained Diffusion Probabilistic ModelsCode2
A Lightweight Reconstruction Network for Surface Defect Inspection0
Do DALL-E and Flamingo Understand Each Other?0
Fully 3D Implementation of the End-to-end Deep Image Prior-based PET Image Reconstruction Using Block Iterative Algorithm0
Coded Illumination for 3D Lensless Imaging0
Continual Learning Approaches for Anomaly DetectionCode0
Traffic sign detection and recognition using event camera image reconstruction0
Neural Implicit k-Space for Binning-free Non-Cartesian Cardiac MR Imaging0
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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