SOTAVerified

Image Reconstruction

Papers

Showing 501525 of 2143 papers

TitleStatusHype
Psychometry: An Omnifit Model for Image Reconstruction from Human Brain Activity0
SCINeRF: Neural Radiance Fields from a Snapshot Compressive ImageCode1
Modeling uncertainty for Gaussian Splatting0
NeuroPictor: Refining fMRI-to-Image Reconstruction via Multi-individual Pretraining and Multi-level Modulation0
Pseudo-MRI-Guided PET Image Reconstruction Method Based on a Diffusion Probabilistic Model0
R2D2 image reconstruction with model uncertainty quantification in radio astronomy0
GTA-HDR: A Large-Scale Synthetic Dataset for HDR Image ReconstructionCode1
Scalable Non-Cartesian Magnetic Resonance Imaging with R2D20
HPL-ESS: Hybrid Pseudo-Labeling for Unsupervised Event-based Semantic Segmentation0
Invertible Diffusion Models for Compressed SensingCode2
Neural Image Compression with Quantization Rectifier0
Provably Robust Score-Based Diffusion Posterior Sampling for Plug-and-Play Image ReconstructionCode1
RSTAR4D: Rotational Streak Artifact Reduction in 4D CBCT using a Separable 4D CNNCode0
Are NeRFs ready for autonomous driving? Towards closing the real-to-simulation gap0
Ultrasound Imaging based on the Variance of a Diffusion Restoration ModelCode0
WSCLoc: Weakly-Supervised Sparse-View Camera Relocalization0
Deep Few-view High-resolution Photon-counting Extremity CT at Halved Dose for a Clinical Trial0
IDF-CR: Iterative Diffusion Process for Divide-and-Conquer Cloud Removal in Remote-sensing ImagesCode1
MoreStyle: Relax Low-frequency Constraint of Fourier-based Image Reconstruction in Generalizable Medical Image SegmentationCode0
Inter-individual and inter-site neural code conversion without shared stimuli0
EAGLE: An Edge-Aware Gradient Localization Enhanced Loss for CT Image ReconstructionCode1
Overcoming Distribution Shifts in Plug-and-Play Methods with Test-Time Training0
Mitigating Data Consistency Induced Discrepancy in Cascaded Diffusion Models for Sparse-view CT Reconstruction0
Perspective-Equivariance for Unsupervised Imaging with Camera GeometryCode0
MGIC: A Multi-Label Gradient Inversion Attack based on Canny Edge Detection on Federated Learning0
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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