SOTAVerified

Image Reconstruction

Papers

Showing 876900 of 2143 papers

TitleStatusHype
A Probabilistic Deep Image Prior over Image Space0
Advances in Photoacoustic Imaging Reconstruction and Quantitative Analysis for Biomedical Applications0
Handling Motion Blur in Multi-Frame Super-Resolution0
FUTURE-AI: Guiding Principles and Consensus Recommendations for Trustworthy Artificial Intelligence in Medical Imaging0
Harnessing Sparsity over the Continuum: Atomic Norm Minimization for Super Resolution0
Conditioning Generative Latent Optimization for Sparse-View CT Image Reconstruction0
HDCompression: Hybrid-Diffusion Image Compression for Ultra-Low Bitrates0
FUSION: Frequency-guided Underwater Spatial Image recOnstructioN0
HDRfeat: A Feature-Rich Network for High Dynamic Range Image Reconstruction0
Conditional Variational Autoencoder for Learned Image Reconstruction0
Fusing Sparsity with Deep Learning for Rotating Scatter Mask Gamma Imaging0
HDRTransDC: High Dynamic Range Image Reconstruction with Transformer Deformation Convolution0
Heavy Rain Face Image Restoration: Integrating Physical Degradation Model and Facial Component Guided Adversarial Learning0
Heterogeneous Light Fields0
Hierarchical Adaptive Filtering Network for Text Image Specular Highlight Removal0
Fully Convolutional Network for Removing DCT Artefacts From Images0
Hierarchical Diffusion Autoencoders and Disentangled Image Manipulation0
Fully Automated Image De-fencing using Conditional Generative Adversarial Networks0
MRI Reconstruction with Side Information using Diffusion Models0
Advancements in Image Resolution: Super-Resolution Algorithm for Enhanced EOS-06 OCM-3 Data0
High-Dimensional MR Reconstruction Integrating Subspace and Adaptive Generative Models0
Accelerating lensed quasar discovery and modeling with physics-informed variational autoencoders0
High Dynamic Range Modulo Imaging for Robust Object Detection in Autonomous Driving0
High-Fidelity Diffusion-based Image Editing0
Fully 3D Implementation of the End-to-end Deep Image Prior-based PET Image Reconstruction Using Block Iterative Algorithm0
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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