SOTAVerified

Image Reconstruction

Papers

Showing 751775 of 2143 papers

TitleStatusHype
On Sensitivity and Robustness of Normalization Schemes to Input Distribution Shifts in Automatic MR Image DiagnosisCode0
Chili Pepper Disease Diagnosis via Image Reconstruction Using GrabCut and Generative Adversarial Serial Autoencoder0
Encoding Enhanced Complex CNN for Accurate and Highly Accelerated MRI0
Beyond Learned Metadata-based Raw Image ReconstructionCode1
Brain Anatomy Prior Modeling to Forecast Clinical Progression of Cognitive Impairment with Structural MRICode0
CAMP-Net: Consistency-Aware Multi-Prior Network for Accelerated MRI ReconstructionCode0
Improving visual image reconstruction from human brain activity using latent diffusion models via multiple decoded inputsCode3
Learning-based sound speed estimation and aberration correction in linear-array photoacoustic imagingCode0
DreamCatcher: Revealing the Language of the Brain with fMRI using GPT Embedding0
Neural Volumetric Reconstruction for Coherent Synthetic Aperture Sonar0
E-Calib: A Fast, Robust and Accurate Calibration Toolbox for Event CamerasCode1
High-Dimensional MR Reconstruction Integrating Subspace and Adaptive Generative Models0
Data-Driven Bilateral Generalized Two-Dimensional Quaternion Principal Component Analysis with Application to Color Face Recognition0
Securing Visually-Aware Recommender Systems: An Adversarial Image Reconstruction and Detection Framework0
TransMRSR: Transformer-based Self-Distilled Generative Prior for Brain MRI Super-ResolutionCode1
Learning Image-Adaptive Codebooks for Class-Agnostic Image Restoration0
2DeteCT -- A large 2D expandable, trainable, experimental Computed Tomography dataset for machine learningCode1
Estimating Uncertainty in PET Image Reconstruction via Deep Posterior Sampling0
Compressed Sensing: A Discrete Optimization ApproachCode0
Image Reconstruction for Accelerated MR Scan with Faster Fourier Convolutional Neural Networks0
Microscopy image reconstruction with physics-informed denoising diffusion probabilistic modelCode1
Learned Alternating Minimization Algorithm for Dual-domain Sparse-View CT ReconstructionCode1
Exploring the Role of the Bottleneck in Slot-Based Models Through Covariance RegularizationCode0
Segment Anything Meets Semantic Communication0
Reconstruction Distortion of Learned Image Compression with Imperceptible Perturbations0
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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