SOTAVerified

Image Reconstruction

Papers

Showing 20012025 of 2143 papers

TitleStatusHype
Global Sensing and Measurements Reuse for Image Compressed SensingCode0
AS-Net: Fast Photoacoustic Reconstruction with Multi-feature Fusion from Sparse DataCode0
Single-pass Object-adaptive Data Undersampling and Reconstruction for MRICode0
MoreStyle: Relax Low-frequency Constraint of Fourier-based Image Reconstruction in Generalizable Medical Image SegmentationCode0
Efficient Progressive Image Compression with Variance-aware MaskingCode0
Chasing Better Deep Image Priors between Over- and Under-parameterizationCode0
Synthesis-Guided Feature Learning for Cross-Spectral Periocular RecognitionCode0
Motion Compensated Dynamic MRI Reconstruction with Local Affine Optical Flow EstimationCode0
Efficient characterization of electrically evoked responses for neural interfacesCode0
DualDis: Dual-Branch Disentangling with Adversarial LearningCode0
unMORE: Unsupervised Multi-Object Segmentation via Center-Boundary ReasoningCode0
GeoNet: Unsupervised Learning of Dense Depth, Optical Flow and Camera PoseCode0
Real-time cryo-EM data pre-processing with WarpCode0
Regularization by Neural Style Transfer for MRI Field-Transfer Reconstruction with Limited DataCode0
Deep Equilibrium Learning of Explicit Regularizers for Imaging Inverse ProblemsCode0
Deep Efficient End-to-end Reconstruction (DEER) Network for Few-view Breast CT Image ReconstructionCode0
Real-Time Frequency Selective Reconstruction through Register-Based Argmax CalculationCode0
Generative Patch Priors for Practical Compressive Image RecoveryCode0
MRI Recovery with Self-Calibrated Denoisers without Fully-Sampled DataCode0
Generative Model-Driven Synthetic Training Image Generation: An Approach to Cognition in Rail Defect DetectionCode0
Real-Time Intensity-Image Reconstruction for Event Cameras Using Manifold RegularisationCode0
MS-Glance: Bio-Insipred Non-semantic Context Vectors and their Applications in Supervising Image ReconstructionCode0
Physics-informed generative real-time lens-free imagingCode0
Center Smoothing: Certified Robustness for Networks with Structured OutputsCode0
Multi-Coil MRI Reconstruction Challenge -- Assessing Brain MRI Reconstruction Models and their Generalizability to Varying Coil ConfigurationsCode0
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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