SOTAVerified

Image Reconstruction

Papers

Showing 676700 of 2143 papers

TitleStatusHype
Electron Energy Regression in the CMS High-Granularity Calorimeter PrototypeCode0
Adapt and Diffuse: Sample-adaptive Reconstruction via Latent Diffusion ModelsCode0
Robust Physics-based Deep MRI Reconstruction Via Diffusion PurificationCode0
AmbientFlow: Invertible generative models from incomplete, noisy measurements0
Decoding visual brain representations from electroencephalography through Knowledge Distillation and latent diffusion modelsCode0
SADIR: Shape-Aware Diffusion Models for 3D Image Reconstruction0
RawHDR: High Dynamic Range Image Reconstruction from a Single Raw ImageCode1
Orientation-Independent Chinese Text Recognition in Scene ImagesCode2
Diffusion Modeling with Domain-conditioned Prior Guidance for Accelerated MRI and qMRI Reconstruction0
Learning the Imaging Model of Speed-of-Sound Reconstruction via a Convolutional Formulation0
Modality Cycles with Masked Conditional Diffusion for Unsupervised Anomaly Segmentation in MRICode1
Learned Full Waveform Inversion Incorporating Task Information for Ultrasound Computed Tomography0
Reinforcement Learning for Sampling on Temporal Medical Imaging SequencesCode0
Steerable Conditional Diffusion for Out-of-Distribution Adaptation in Medical Image ReconstructionCode1
Generalizable Learning Reconstruction for Accelerating MR Imaging via Federated Neural Architecture SearchCode0
Score-Based Generative Models for PET Image ReconstructionCode1
Frequency-Space Prediction Filtering for Phase Aberration Correction in Plane-Wave Ultrasound0
Regularization by Neural Style Transfer for MRI Field-Transfer Reconstruction with Limited DataCode0
Pixel Adaptive Deep Unfolding Transformer for Hyperspectral Image ReconstructionCode1
Learning Weakly Convex Regularizers for Convergent Image-Reconstruction AlgorithmsCode1
A Theory of Topological Derivatives for Inverse Rendering of Geometry0
Self-Supervised Single-Image Deconvolution with Siamese Neural Networks0
Quantitative Susceptibility Mapping through Model-based Deep Image Prior (MoDIP)0
Label-Free Event-based Object Recognition via Joint Learning with Image Reconstruction from EventsCode1
Learning Image Deraining Transformer Network with Dynamic Dual Self-Attention0
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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