SOTAVerified

Image Reconstruction

Papers

Showing 101125 of 2143 papers

TitleStatusHype
Noisier2Inverse: Self-Supervised Learning for Image Reconstruction with Correlated NoiseCode0
Self-Supervised Learning based on Transformed Image Reconstruction for Equivariance-Coherent Feature Representation0
NullSwap: Proactive Identity Cloaking Against Deepfake Face Swapping0
Structure-Aware Correspondence Learning for Relative Pose Estimation0
Benchmarking Burst Super-Resolution for Polarization Images: Noise Dataset and Analysis0
Quantile-Based Randomized Kaczmarz for Corrupted Tensor Linear SystemsCode0
Deep End-to-End Posterior ENergy (DEEPEN) for image recovery0
Unsupervised Joint Learning of Optical Flow and Intensity with Event CamerasCode1
Iterative Optimal Attention and Local Model for Single Image Rain Streak RemovalCode0
Jasmine: Harnessing Diffusion Prior for Self-supervised Depth Estimation0
DIPLI: Deep Image Prior Lucky Imaging for Blind Astronomical Image Restoration0
Boosting HDR Image Reconstruction via Semantic Knowledge Transfer0
Graph-CNNs for RF Imaging: Learning the Electric Field Integral Equations0
Sampling Innovation-Based Adaptive Compressive SensingCode1
Mixed-granularity Implicit Representation for Continuous Hyperspectral Compressive ReconstructionCode0
Multi-Stage Generative Upscaler: Reconstructing Football Broadcast Images via Diffusion Models0
Leveraging Diffusion Knowledge for Generative Image Compression with Fractal Frequency-Aware Band Learning0
Image Reconstruction from an Elastically Distorted Scan0
Dual Codebook VQ: Enhanced Image Reconstruction with Reduced Codebook Size0
Learning Spatially Adaptive _1-Norms Weights for Convolutional Synthesis Regularization0
The R2D2 Deep Neural Network Series for Scalable Non-Cartesian Magnetic Resonance Imaging0
Layton: Latent Consistency Tokenizer for 1024-pixel Image Reconstruction and Generation by 256 TokensCode0
Additive Frequency Diverse Active Incoherent Millimeter-Wave Imaging0
Posterior-Mean Denoising Diffusion Model for Realistic PET Image Reconstruction0
Large model enhanced computational ghost imagingCode0
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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