SOTAVerified

Image Reconstruction

Papers

Showing 18011825 of 2143 papers

TitleStatusHype
Latent Multimodal Reconstruction for Misinformation DetectionCode0
Layton: Latent Consistency Tokenizer for 1024-pixel Image Reconstruction and Generation by 256 TokensCode0
Fast Ensemble Learning Using Adversarially-Generated Restricted Boltzmann MachinesCode0
Ultrafast Cardiac Imaging Using Deep Learning For Speckle-Tracking EchocardiographyCode0
A Plug-and-Play Method for Rare Human-Object Interactions Detection by Bridging Domain GapCode0
Overcoming the Disentanglement vs Reconstruction Trade-off via Jacobian SupervisionCode0
Joint Reconstruction and Spatial Super-Resolution of Hyper-Spectral CTIS Images via Multi-Scale RefinementCode0
Ultrasound Imaging based on the Variance of a Diffusion Restoration ModelCode0
SAGAN: Adversarial Spatial-asymmetric Attention for Noisy Nona-Bayer ReconstructionCode0
Convolutional Analysis Operator Learning by End-To-End Training of Iterative Neural NetworksCode0
OWT: A Foundational Organ-Wise Tokenization Framework for Medical ImagingCode0
J-MoDL: Joint Model-Based Deep Learning for Optimized Sampling and ReconstructionCode0
A Framework for Event-based Computer Vision on a Mobile DeviceCode0
Learned Image Compression and Restoration for Digital PathologyCode0
Parallel-beam X-ray CT datasets of apples with internal defects and label balancing for machine learningCode0
Iterative PET Image Reconstruction Using Convolutional Neural Network RepresentationCode0
Brain Extraction from Normal and Pathological Images: A Joint PCA/Image-Reconstruction ApproachCode0
Dirty Pixels: Towards End-to-End Image Processing and PerceptionCode0
Iterative Optimal Attention and Local Model for Single Image Rain Streak RemovalCode0
An Educated Warm Start For Deep Image Prior-Based Micro CT ReconstructionCode0
IRIS: A Bayesian Approach for Image Reconstruction in Radio Interferometry with expressive Score-Based priorsCode0
Investigating the use of publicly available natural videos to learn Dynamic MR image reconstructionCode0
Learning a Variational Network for Reconstruction of Accelerated MRI DataCode0
Partition Speeds Up Learning Implicit Neural Representations Based on Exponential-Increase HypothesisCode0
Fast CapsNet for Lung Cancer ScreeningCode0
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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