SOTAVerified

Image Reconstruction

Papers

Showing 626650 of 2143 papers

TitleStatusHype
Joint Diffusion: Mutual Consistency-Driven Diffusion Model for PET-MRI Co-Reconstruction0
Investigating the use of publicly available natural videos to learn Dynamic MR image reconstructionCode0
Attribute-Aware Deep Hashing with Self-Consistency for Large-Scale Fine-Grained Image RetrievalCode0
Masked Autoencoders Are Robust Neural Architecture Search Learners0
Enhancing Low-dose CT Image Reconstruction by Integrating Supervised and Unsupervised Learning0
A Relay System for Semantic Image Transmission based on Shared Feature Extraction and Hyperprior Entropy Compression0
On the Quantification of Image Reconstruction Uncertainty without Training Data0
DMV3D: Denoising Multi-View Diffusion using 3D Large Reconstruction Model0
How do Minimum-Norm Shallow Denoisers Look in Function Space?0
LuminanceL1Loss: A loss function which measures percieved brightness and colour differences0
DeepPatent2: A Large-Scale Benchmarking Corpus for Technical Drawing UnderstandingCode0
Efficient Model-Based Deep Learning via Network Pruning and Fine-TuningCode0
RPCANet: Deep Unfolding RPCA Based Infrared Small Target DetectionCode1
Low-Dose CT Image Enhancement Using Deep Learning0
Diffusion Reconstruction of Ultrasound Images with Informative Uncertainty0
Asymmetric Diffusion Based Channel-Adaptive Secure Wireless Semantic Communications0
Learning Robust Deep Visual Representations from EEG Brain RecordingsCode1
A Comparative Study of Variational Autoencoders, Normalizing Flows, and Score-based Diffusion Models for Electrical Impedance Tomography0
Pixel-Level Clustering Network for Unsupervised Image Segmentation0
LC-TTFS: Towards Lossless Network Conversion for Spiking Neural Networks with TTFS Coding0
Partition Speeds Up Learning Implicit Neural Representations Based on Exponential-Increase HypothesisCode0
Multi-granularity Backprojection Transformer for Remote Sensing Image Super-Resolution0
Noise-robust latent vector reconstruction in ptychography using deep generative models0
FixPix: Fixing Bad Pixels using Deep Learning0
Equivariant Bootstrapping for Uncertainty Quantification in Imaging Inverse ProblemsCode0
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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