SOTAVerified

Image Reconstruction

Papers

Showing 501525 of 2143 papers

TitleStatusHype
Convergent regularization in inverse problems and linear plug-and-play denoisers0
Deep Learning Approach for Hyperspectral Image Demosaicking, Spectral Correction and High-resolution RGB Reconstruction0
Attenuation correction for brain PET imaging using deep neural network based on dixon and ZTE MR images0
Deep-learning-based Breast CT for Radiation Dose Reduction0
Deep learning-based color holographic microscopy0
Deep Learning Based Detection and Correction of Cardiac MR Motion Artefacts During Reconstruction for High-Quality Segmentation0
Deep learning based dictionary learning and tomographic image reconstruction0
Deep learning based electrical noise removal enables high spectral optoacoustic contrast in deep tissue0
Convergent ADMM Plug and Play PET Image Reconstruction0
Deep learning-based hyperspectral image reconstruction for quality assessment of agro-product0
Are High-Resolution Event Cameras Really Needed?0
Diffusion Active Learning: Towards Data-Driven Experimental Design in Computed Tomography0
Diffusion in the Dark: A Diffusion Model for Low-Light Text Recognition0
A reconstruction method for binary limited-data tomography using a dictionary-based sparse shape recovery0
Controlling the Latent Diffusion Model for Generative Image Shadow Removal via Residual Generation0
Diff5T: Benchmarking Human Brain Diffusion MRI with an Extensive 5.0 Tesla K-Space and Spatial Dataset0
Controlling Neural Networks via Energy Dissipation0
A Quantitative Comparison between Shannon and Tsallis Havrda Charvat Entropies Applied to Cancer Outcome Prediction0
Accelerating Plug-and-Play Image Reconstruction via Multi-Stage Sketched Gradients0
Why Are Deep Representations Good Perceptual Quality Features?0
Advancing machine learning for MR image reconstruction with an open competition: Overview of the 2019 fastMRI challenge0
A new nonlocal forward model for diffuse optical tomography0
DiffColor: Toward High Fidelity Text-Guided Image Colorization with Diffusion Models0
Diffusion Modeling with Domain-conditioned Prior Guidance for Accelerated MRI and qMRI Reconstruction0
Diffusion Reconstruction of Ultrasound Images with Informative Uncertainty0
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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