SOTAVerified

Image Reconstruction

Papers

Showing 19762000 of 2143 papers

TitleStatusHype
Quaternion Convolutional Neural Networks for Heterogeneous Image ProcessingCode0
Deep image prior inpainting of ancient frescoes in the Mediterranean Alpine arcCode0
Synthetic Hyperspectral Array Video Database with Applications to Cross-Spectral Reconstruction and Hyperspectral Video CodingCode0
Graph Convolutional Networks for Model-Based Learning in Nonlinear Inverse ProblemsCode0
SFT-KD-Recon: Learning a Student-friendly Teacher for Knowledge Distillation in Magnetic Resonance Image ReconstructionCode0
SVD-DIP: Overcoming the Overfitting Problem in DIP-based CT ReconstructionCode0
Equivariant Bootstrapping for Uncertainty Quantification in Imaging Inverse ProblemsCode0
Model-based Federated Learning for Accurate MR Image Reconstruction from Undersampled k-space DataCode0
Shadow-Aware Dynamic Convolution for Shadow RemovalCode0
Deep Guess acceleration for explainable image reconstruction in sparse-view CTCode0
A new solution to the curved Ewald sphere problem for 3D image reconstruction in electron microscopyCode0
Towards Task-Compatible Compressible RepresentationsCode0
Sharing deep generative representation for perceived image reconstruction from human brain activityCode0
Efficient Model-Based Deep Learning via Network Pruning and Fine-TuningCode0
Combining band-frequency separation and deep neural networks for optoacoustic imagingCode0
Color Image Restoration Exploiting Inter-channel Correlation with a 3-stage CNNCode0
Cogradient Descent for Dependable LearningCode0
Cloud-Aware SAR Fusion for Enhanced Optical Sensing in Space MissionsCode0
Model Inversion Attacks Through Target-Specific Conditional Diffusion ModelsCode0
Astronomical image reconstruction with convolutional neural networksCode0
Single-Image HDR Reconstruction Assisted Ghost Suppression and Detail Preservation Network for Multi-Exposure HDR ImagingCode0
Embedding Gradient-based Optimization in Image Registration NetworksCode0
GM-DF: Generalized Multi-Scenario Deepfake DetectionCode0
Equilibrium Model with Anisotropy for Model-Based Reconstruction in Magnetic Particle ImagingCode0
Electron Energy Regression in the CMS High-Granularity Calorimeter PrototypeCode0
Show:102550
← PrevPage 80 of 86Next →

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