SOTAVerified

Image Reconstruction

Papers

Showing 14761500 of 2143 papers

TitleStatusHype
An Improved Iterative Neural Network for High-Quality Image-Domain Material Decomposition in Dual-Energy CT0
On hallucinations in tomographic image reconstructionCode0
Unpaired Image-to-Image Translation via Latent Energy TransportCode1
Sparse-View Spectral CT Reconstruction Using Deep Learning0
Model Adaptation for Inverse Problems in Imaging0
Automated Prostate Cancer Diagnosis Based on Gleason Grading Using Convolutional Neural Network0
Learning Affinity-Aware Upsampling for Deep Image MattingCode1
Towards Fast and Light-Weight Restoration of Dark Images0
Association: Remind Your GAN not to Forget0
Photoacoustic Reconstruction Using Sparsity in Curvelet Frame: Image versus Data DomainCode0
Joint Reconstruction and Calibration using Regularization by Denoising0
Neural-Pull: Learning Signed Distance Functions from Point Clouds by Learning to Pull Space onto SurfacesCode1
Learning Multiscale Convolutional Dictionaries for Image ReconstructionCode1
Spatiotemporal Imaging with Diffeomorphic Optimal Transportation0
Cost-Effective Quasi-Parallel Sensing Instrumentation for Industrial Chemical Species Tomography0
DeepPhaseCut: Deep Relaxation in Phase for Unsupervised Fourier Phase Retrieval0
Deep Snapshot HDR Imaging Using Multi-Exposure Color Filter Array0
Dual Contradistinctive Generative Autoencoder0
Quantifying Sources of Uncertainty in Deep Learning-Based Image Reconstruction0
Deep convolutional neural network compression via coupled tensor decompositionCode0
Shared Prior Learning of Energy-Based Models for Image Reconstruction0
Noise Conscious Training of Non Local Neural Network powered by Self Attentive Spectral Normalized Markovian Patch GAN for Low Dose CT DenoisingCode1
Two-dimensional Bhattacharyya bound linear discriminant analysis with its applications0
Multi-Coil MRI Reconstruction Challenge -- Assessing Brain MRI Reconstruction Models and their Generalizability to Varying Coil ConfigurationsCode0
Tattoo tomography: Freehand 3D photoacoustic image reconstruction with an optical pattern0
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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