SOTAVerified

Image Reconstruction

Papers

Showing 651675 of 2143 papers

TitleStatusHype
Cloud-Magnetic Resonance Imaging System: In the Era of 6G and Artificial Intelligence0
k-t CLAIR: Self-Consistency Guided Multi-Prior Learning for Dynamic Parallel MR Image ReconstructionCode1
Implicit Representation of GRAPPA Kernels for Fast MRI Reconstruction0
Provable Probabilistic Imaging using Score-Based Generative PriorsCode1
AugUndo: Scaling Up Augmentations for Monocular Depth Completion and EstimationCode0
SAIR: Learning Semantic-aware Implicit Representation0
PtychoDV: Vision Transformer-Based Deep Unrolling Network for Ptychographic Image ReconstructionCode0
Diffusion Prior Regularized Iterative Reconstruction for Low-dose CT0
Efficient-VQGAN: Towards High-Resolution Image Generation with Efficient Vision Transformers0
Convergent ADMM Plug and Play PET Image Reconstruction0
Soft Convex Quantization: Revisiting Vector Quantization with Convex Optimization0
Reversing Deep Face Embeddings with Probable Privacy Protection0
Spectro-spatial hyperspectral image reconstruction from interferometric acquisitions0
Controlling Vision-Language Models for Multi-Task Image RestorationCode2
Spatiotemporal Image Reconstruction to Enable High-Frame Rate Dynamic Photoacoustic Tomography with Rotating-Gantry Volumetric Imagers0
A Comprehensive Review of Generative AI in Healthcare0
NoSENSE: Learned unrolled cardiac MRI reconstruction without explicit sensitivity mapsCode0
Unveiling Fairness Biases in Deep Learning-Based Brain MRI ReconstructionCode0
In-Domain GAN Inversion for Faithful Reconstruction and Editability0
CMRxRecon: An open cardiac MRI dataset for the competition of accelerated image reconstructionCode1
Unsupervised Landmark Discovery Using Consistency Guided BottleneckCode0
Beta quantile regression for robust estimation of uncertainty in the presence of outliers0
Event-Driven Imaging in Turbid Media: A Confluence of Optoelectronics and Neuromorphic Computation0
A plug-and-play synthetic data deep learning for undersampled magnetic resonance image reconstruction0
FAIR: Frequency-aware Image Restoration for Industrial Visual Anomaly DetectionCode1
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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