SOTAVerified

Image Reconstruction

Papers

Showing 16011625 of 2143 papers

TitleStatusHype
MRI Image Reconstruction via Learning Optimization Using Neural ODEs0
MR image reconstruction using deep density priors0
MR imaging in the low-field: Leveraging the power of machine learning0
MSDiff: Multi-Scale Diffusion Model for Ultra-Sparse View CT Reconstruction0
Multibranch Generative Models for Multichannel Imaging with an Application to PET/CT Synergistic Reconstruction0
Multi-feature Reconstruction Network using Crossed-mask Restoration for Unsupervised Industrial Anomaly Detection0
Multi-frequency image reconstruction for radio-interferometry with self-tuned regularization parameters0
Multi-granularity Backprojection Transformer for Remote Sensing Image Super-Resolution0
Multi-layer Clustering-based Residual Sparsifying Transform for Low-dose CT Image Reconstruction0
Multi-layer Residual Sparsifying Transform (MARS) Model for Low-dose CT Image Reconstruction0
Multi-level Encoder-Decoder Architectures for Image Restoration0
Multi-modal Vision Pre-training for Medical Image Analysis0
Multiple GAN Inversion for Exemplar-based Image-to-Image Translation0
Multiplication-Avoiding Variant of Power Iteration with Applications0
Multiresolution Approach to Acceleration of Iterative Image Reconstruction for X-Ray Imaging for Security Applications0
Multi-scale reconstruction of undersampled spectral-spatial OCT data for coronary imaging using deep learning0
Multiscale Voxel Based Decoding For Enhanced Natural Image Reconstruction From Brain Activity0
Multi-Stage Generative Upscaler: Reconstructing Football Broadcast Images via Diffusion Models0
Multi-Subject Image Synthesis as a Generative Prior for Single-Subject PET Image Reconstruction0
Multi-task Learning To Improve Semantic Segmentation Of CBCT Scans Using Image Reconstruction0
Natural Image Reconstruction from fMRI using Deep Learning: A Survey0
Navigator-free EPI Ghost Correction with Structured Low-Rank Matrix Models: New Theory and Methods0
Near-Exact Recovery for Sparse-View CT via Data-Driven Methods0
Near-Field MIMO-ISAR Millimeter-Wave Imaging0
Needle tip force estimation by deep learning from raw spectral OCT data0
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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