SOTAVerified

Image Reconstruction

Papers

Showing 401425 of 2143 papers

TitleStatusHype
3D FLAT: Feasible Learned Acquisition Trajectories for Accelerated MRICode0
Learning monocular depth estimation with unsupervised trinocular assumptionsCode0
Layton: Latent Consistency Tokenizer for 1024-pixel Image Reconstruction and Generation by 256 TokensCode0
Adversarially learned iterative reconstruction for imaging inverse problemsCode0
Large model enhanced computational ghost imagingCode0
Latent Multimodal Reconstruction for Misinformation DetectionCode0
Convergence Properties of Score-Based Models for Linear Inverse Problems Using Graduated OptimisationCode0
K-UNN: k-Space Interpolation With Untrained Neural NetworkCode0
CL-MRI: Self-Supervised Contrastive Learning to Improve the Accuracy of Undersampled MRI ReconstructionCode0
Continual Learning Approaches for Anomaly DetectionCode0
JSI-GAN: GAN-Based Joint Super-Resolution and Inverse Tone-Mapping with Pixel-Wise Task-Specific Filters for UHD HDR VideoCode0
Learned Image Compression and Restoration for Digital PathologyCode0
Learning of Patch-Based Smooth-Plus-Sparse Models for Image ReconstructionCode0
Iterative Optimal Attention and Local Model for Single Image Rain Streak RemovalCode0
Consensus Convolutional Sparse CodingCode0
Iterative PET Image Reconstruction Using Convolutional Neural Network RepresentationCode0
IRIS: A Bayesian Approach for Image Reconstruction in Radio Interferometry with expressive Score-Based priorsCode0
An Educated Warm Start For Deep Image Prior-Based Micro CT ReconstructionCode0
Uncertainty Estimation for Computed Tomography with a Linearised Deep Image PriorCode0
Invert to Learn to InvertCode0
A Prior-Guided Joint Diffusion Model in Projection Domain for PET Tracer ConversionCode0
Conditional and Residual Methods in Scalable Coding for Humans and MachinesCode0
Investigating the use of publicly available natural videos to learn Dynamic MR image reconstructionCode0
Interval Neural Networks as Instability Detectors for Image ReconstructionsCode0
Interval Neural Networks: Uncertainty ScoresCode0
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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