SOTAVerified

Image Reconstruction

Papers

Showing 5175 of 2143 papers

TitleStatusHype
Controlling the Flow: Stability and Convergence for Stochastic Gradient Descent with Decaying Regularization0
ORL-LDM: Offline Reinforcement Learning Guided Latent Diffusion Model Super-Resolution Reconstruction0
EventDiff: A Unified and Efficient Diffusion Model Framework for Event-based Video Frame Interpolation0
Visual Image Reconstruction from Brain Activity via Latent Representation0
Link to the Past: Temporal Propagation for Fast 3D Human Reconstruction from Monocular Video0
HyperspectralMAE: The Hyperspectral Imagery Classification Model using Fourier-Encoded Dual-Branch Masked Autoencoder0
Hybrid Learning: A Novel Combination of Self-Supervised and Supervised Learning for MRI Reconstruction without High-Quality Training Reference0
Brain Hematoma Marker Recognition Using Multitask Learning: SwinTransformer and Swin-Unet0
OWT: A Foundational Organ-Wise Tokenization Framework for Medical ImagingCode0
Over-the-Air ODE-Inspired Neural Network for Dual Task-Oriented Semantic Communications0
Integrated Image Reconstruction and Target Recognition based on Deep Learning Technique0
Device-Free Localization Using Multi-Link MIMO Channels in Distributed Antenna Networks0
Cross-organ all-in-one parallel compressed sensing magnetic resonance imagingCode0
Underground Root Tuber Sensing via a Wi-Fi Mesh NetworkCode0
Motion-compensated cardiac MRI using low-rank diffeomorphic flow (DMoCo)0
Easz: An Agile Transformer-based Image Compression Framework for Resource-constrained IoTs0
Efficient Multi Subject Visual Reconstruction from fMRI Using Aligned Representations0
Visual Text Processing: A Comprehensive Review and Unified EvaluationCode2
Physics-Driven Neural Compensation For Electrical Impedance Tomography0
RSFR: A Coarse-to-Fine Reconstruction Framework for Diffusion Tensor Cardiac MRI with Semantic-Aware Refinement0
Enhancing Variational Autoencoders with Smooth Robust Latent Encoding0
Diffusion Probabilistic Models for Compressive SAR Imaging0
SOPHY: Learning to Generate Simulation-Ready Objects with Physical Materials0
A Diffusion-Based Framework for Terrain-Aware Remote Sensing Image Reconstruction0
Recognition of Geometrical Shapes by Dictionary 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