SOTAVerified

Image Reconstruction

Papers

Showing 10761100 of 2143 papers

TitleStatusHype
A Dataset-free Deep learning Method for Low-Dose CT Image Reconstruction0
Data Stealing Attack on Medical Images: Is it Safe to Export Networks from Data Lakes?0
DDR-ID: Dual Deep Reconstruction Networks Based Image Decomposition for Anomaly Detection0
DEALing with Image Reconstruction: Deep Attentive Least Squares0
Deep ADMM-Net for Compressive Sensing MRI0
Deep Artifact-Free Residual Network for Single Image Super-Resolution0
Deep Auto-encoder with Neural Response0
Deep Autofocus for Synthetic Aperture Sonar0
Deep Back Projection for Sparse-View CT Reconstruction0
Deep Boosted Regression for MR to CT Synthesis0
Deep convolutional demosaicking network for multispectral polarization filter array0
Deep Convolutional Neural Network for Low Projection SPECT Imaging Reconstruction0
Deep Convolutional Neural Network for Multi-modal Image Restoration and Fusion0
Deep De-Aliasing for Fast Compressive Sensing MRI0
Deep dual stream residual network with contextual attention for pansharpening of remote sensing images0
Deep Encoder-decoder Adversarial Reconstruction (DEAR) Network for 3D CT from Few-view Data0
Deep End-to-End Posterior ENergy (DEEPEN) for image recovery0
Deep Event Stereo Leveraged by Event-to-Image Translation0
Deep Few-view High-resolution Photon-counting Extremity CT at Halved Dose for a Clinical Trial0
Deep Generative Models for 3D Medical Image Synthesis0
Deep image prior for 3D magnetic particle imaging: A quantitative comparison of regularization techniques on Open MPI dataset0
Deep Image Priors for Magnetic Resonance Fingerprinting with pretrained Bloch-consistent denoising autoencoders0
Deep Image Reconstruction using Unregistered Measurements without Groundtruth0
Deep Joint Semantic Coding and Beamforming for Near-Space Airship-Borne Massive MIMO Network0
Deep Kernel Representation for Image Reconstruction in PET0
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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