SOTAVerified

Image Reconstruction

Papers

Showing 226250 of 2143 papers

TitleStatusHype
Visual Lexicon: Rich Image Features in Language Space0
Diff5T: Benchmarking Human Brain Diffusion MRI with an Extensive 5.0 Tesla K-Space and Spatial Dataset0
Reconstructing Quantitative Cerebral Perfusion Images Directly From Measured Sinogram Data Acquired Using C-arm Cone-Beam CT0
Likelihood-Scheduled Score-Based Generative Modeling for Fully 3D PET Image Reconstruction0
Multi-Subject Image Synthesis as a Generative Prior for Single-Subject PET Image Reconstruction0
Generative-Model-Based Fully 3D PET Image Reconstruction by Conditional Diffusion Sampling0
INRetouch: Context Aware Implicit Neural Representation for Photography Retouching0
SwiftEdit: Lightning Fast Text-Guided Image Editing via One-Step Diffusion0
Equivariant Representation Learning for Augmentation-based Self-Supervised Learning via Image Reconstruction0
PatchDPO: Patch-level DPO for Finetuning-free Personalized Image GenerationCode1
TokenFlow: Unified Image Tokenizer for Multimodal Understanding and GenerationCode3
Controlling the Latent Diffusion Model for Generative Image Shadow Removal via Residual Generation0
Plug-and-Play Half-Quadratic Splitting for Ptychography0
Switchable deep beamformer for high-quality and real-time passive acoustic mapping0
Taming Scalable Visual Tokenizer for Autoregressive Image GenerationCode4
XQ-GAN: An Open-source Image Tokenization Framework for Autoregressive GenerationCode3
Deep Guess acceleration for explainable image reconstruction in sparse-view CTCode0
DMFourLLIE: Dual-Stage and Multi-Branch Fourier Network for Low-Light Image EnhancementCode1
Uniform Attention Maps: Boosting Image Fidelity in Reconstruction and EditingCode1
Generative Semantic Communication for Joint Image Transmission and Segmentation0
Towards Lensless Image Deblurring with Prior-Embedded Implicit Neural Representations in the Low-Data Regime0
Image Generation with Supervised Selection Based on Multimodal Features for Semantic Communications0
NovelGS: Consistent Novel-view Denoising via Large Gaussian Reconstruction Model0
AnonyNoise: Anonymizing Event Data with Smart Noise to Outsmart Re-Identification and Preserve PrivacyCode0
LegoPET: Hierarchical Feature Guided Conditional Diffusion for PET Image ReconstructionCode0
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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