SOTAVerified

Image Reconstruction

Papers

Showing 676700 of 2143 papers

TitleStatusHype
Fast Bayesian Uncertainty Estimation and Reduction of Batch Normalized Single Image Super-Resolution NetworkCode0
Electron Energy Regression in the CMS High-Granularity Calorimeter PrototypeCode0
Feature Alignment as a Generative ProcessCode0
Regularization by Neural Style Transfer for MRI Field-Transfer Reconstruction with Limited DataCode0
FusionLungNet: Multi-scale Fusion Convolution with Refinement Network for Lung CT Image SegmentationCode0
f-AnoGAN: Fast Unsupervised Anomaly Detection with Generative Adversarial NetworksCode0
Fast Enhanced CT Metal Artifact Reduction using Data Domain Deep LearningCode0
Facial Image Reconstruction and its Influence to Face RecognitionCode0
Fast and Accurate Image Super Resolution by Deep CNN with Skip Connection and Network in NetworkCode0
Exposure-Aware Dynamic Weighted Learning for Single-Shot HDR ImagingCode0
A Cone-Beam X-Ray CT Data Collection designed for Machine LearningCode0
AugUndo: Scaling Up Augmentations for Monocular Depth Completion and EstimationCode0
Exploring the Role of the Bottleneck in Slot-Based Models Through Covariance RegularizationCode0
Fast and Accurate Image Super-Resolution with Deep Laplacian Pyramid NetworksCode0
Σ-net: Systematic Evaluation of Iterative Deep Neural Networks for Fast Parallel MR Image ReconstructionCode0
EventGAN: Leveraging Large Scale Image Datasets for Event CamerasCode0
Exploring End-to-end Differentiable Neural Charged Particle Tracking -- A Loss Landscape PerspectiveCode0
Estimating Absolute-Phase Maps Using ESPIRiT and Virtual Conjugate CoilsCode0
A Two-stage Deep Network for High Dynamic Range Image ReconstructionCode0
Noisier2Inverse: Self-Supervised Learning for Image Reconstruction with Correlated NoiseCode0
Latent-space disentanglement with untrained generator networks for the isolation of different motion types in video dataCode0
Evaluation of pseudo-healthy image reconstruction for anomaly detection with deep generative models: Application to brain FDG PETCode0
Equilibrium Model with Anisotropy for Model-Based Reconstruction in Magnetic Particle ImagingCode0
Equivariant Bootstrapping for Uncertainty Quantification in Imaging Inverse ProblemsCode0
Exploring Linear Attention Alternative for Single Image Super-ResolutionCode0
Show:102550
← PrevPage 28 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