SOTAVerified

Image Reconstruction

Papers

Showing 17261750 of 2143 papers

TitleStatusHype
PPT Fusion: Pyramid Patch Transformerfor a Case Study in Image Fusion0
Preconditioners for the Stochastic Training of Neural Fields0
Prior image-based medical image reconstruction using a style-based generative adversarial network0
Probabilistic Deep Learning for Instance Segmentation0
Probabilistic Graphical Modeling approach to dynamic PET direct parametric map estimation and image reconstruction0
Probability Distribution Alignment and Low-Rank Weight Decomposition for Source-Free Domain Adaptive Brain Decoding0
Progressive Tandem Learning for Pattern Recognition with Deep Spiking Neural Networks0
Progress Towards Decoding Visual Imagery via fNIRS0
Projected Iterative Soft-thresholding Algorithm for Tight Frames in Compressed Sensing Magnetic Resonance Imaging0
Projected Multi-Agent Consensus Equilibrium for Ptychographic Image Reconstruction0
Proposal of fault-tolerant tomographic image reconstruction0
Provable Convergence of Plug-and-Play Priors with MMSE denoisers0
ProxNF: Neural Field Proximal Training for High-Resolution 4D Dynamic Image Reconstruction0
Proxy-bridged Image Reconstruction Network for Anomaly Detection in Medical Images0
Pruning Unrolled Networks (PUN) at Initialization for MRI Reconstruction Improves Generalization0
Pseudo-MRI-Guided PET Image Reconstruction Method Based on a Diffusion Probabilistic Model0
PSTAIC regularization for 2D spatiotemporal image reconstruction0
Psychometry: An Omnifit Model for Image Reconstruction from Human Brain Activity0
Ptychographic Image Reconstruction from Limited Data via Score-Based Diffusion Models with Physics-Guidance0
PVEs: Position-Velocity Encoders for Unsupervised Learning of Structured State Representations0
Pyramid Convolutional RNN for MRI Image Reconstruction0
Pythae: Unifying Generative Autoencoders in Python -- A Benchmarking Use Case0
QUADify: Extracting Meshes with Pixel-level Details and Materials from Images0
Lossy Event Compression based on Image-derived Quad Trees and Poisson Disk Sampling0
Quantifying Sources of Uncertainty in Deep Learning-Based Image Reconstruction0
Show:102550
← PrevPage 70 of 86Next →

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