SOTAVerified

Image Reconstruction

Papers

Showing 851875 of 2143 papers

TitleStatusHype
Class-Guided Image-to-Image Diffusion: Cell Painting from Brightfield Images with Class LabelsCode1
Improving 3D Imaging with Pre-Trained Perpendicular 2D Diffusion ModelsCode1
SMUG: Towards robust MRI reconstruction by smoothed unrollingCode0
Multi PILOT: Learned Feasible Multiple Acquisition Trajectories for Dynamic MRICode0
Improving Masked Autoencoders by Learning Where to Mask0
Recursive Generalization Transformer for Image Super-ResolutionCode1
Deep Equilibrium Learning of Explicit Regularizers for Imaging Inverse ProblemsCode0
Towards Robust Image-in-Audio Deep SteganographyCode1
Reconstruction of Cardiac Cine MRI Using Motion-Guided Deformable Alignment and Multi-Resolution Fusion0
STPDnet: Spatial-temporal convolutional primal dual network for dynamic PET image reconstruction0
DULDA: Dual-domain Unsupervised Learned Descent Algorithm for PET image reconstruction0
Diffusion in the Dark: A Diffusion Model for Low-Light Text Recognition0
Refining 3D Human Texture Estimation from a Single ImageCode0
Amortized Normalizing Flows for Transcranial Ultrasound with Uncertainty Quantification0
A Decoupled Multi-Task Network for Shadow RemovalCode1
Nonlinear ill-posed problem in low-dose dental cone-beam computed tomography0
Optimization-Based Deep learning methods for Magnetic Resonance Imaging Reconstruction and SynthesisCode0
X-Ray2EM: Uncertainty-Aware Cross-Modality Image Reconstruction from X-Ray to Electron Microscopy in Connectomics0
OPE-SR: Orthogonal Position Encoding for Designing a Parameter-free Upsampling Module in Arbitrary-scale Image Super-Resolution0
Feature Extraction Matters More: Universal Deepfake Disruption through Attacking Ensemble Feature Extractors0
PixCUE: Joint Uncertainty Estimation and Image Reconstruction in MRI using Deep Pixel Classification0
Im2Hands: Learning Attentive Implicit Representation of Interacting Two-Hand ShapesCode1
Unsupervised Domain Adaptation for Low-dose CT Reconstruction via Bayesian Uncertainty AlignmentCode0
BrainCLIP: Bridging Brain and Visual-Linguistic Representation Via CLIP for Generic Natural Visual Stimulus DecodingCode1
Self-Supervised and Supervised Deep Learning for PET 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