SOTAVerified

Image Reconstruction

Papers

Showing 201225 of 2143 papers

TitleStatusHype
Learning Radiance Fields from a Single Snapshot Compressive Image0
Pruning Unrolled Networks (PUN) at Initialization for MRI Reconstruction Improves Generalization0
Hyperbolic Chamfer Distance for Point Cloud Completion and Beyond0
FaceLift: Single Image to 3D Head with View Generation and GS-LRM0
A Conditional Diffusion Model for Electrical Impedance Tomography Image ReconstructionCode1
Solving Inverse Problems via Diffusion Optimal ControlCode1
Video Prediction Policy: A Generalist Robot Policy with Predictive Visual RepresentationsCode3
Preventing Local Pitfalls in Vector Quantization via Optimal TransportCode2
Plug-and-Play Tri-Branch Invertible Block for Image RescalingCode1
Learning of Patch-Based Smooth-Plus-Sparse Models for Image ReconstructionCode0
Accelerating lensed quasar discovery and modeling with physics-informed variational autoencoders0
ViPOcc: Leveraging Visual Priors from Vision Foundation Models for Single-View 3D Occupancy PredictionCode1
Rapid Reconstruction of Extremely Accelerated Liver 4D MRI via Chained Iterative Refinement0
Integrating Generative and Physics-Based Models for Ptychographic Imaging with Uncertainty Quantification0
Versatile Volumetric Medical Image Coding for Human-Machine Vision0
Physics-Driven Autoregressive State Space Models for Medical Image ReconstructionCode1
Unlocking Visual Secrets: Inverting Features with Diffusion Priors for Image Reconstruction0
SweetTokenizer: Semantic-Aware Spatial-Temporal Tokenizer for Compact Visual Discretization0
Benchmarking learned algorithms for computed tomography image reconstruction tasks0
Model-Driven Deep Neural Network for Enhanced AoA Estimation Using 5G gNB0
Semantic Communications for Digital Signals via Carrier Images0
Closed-Form Approximation of the Total Variation Proximal Operator0
Graph convolutional networks enable fast hemorrhagic stroke monitoring with electrical impedance tomography0
MPSI: Mamba enhancement model for pixel-wise sequential interaction Image Super-Resolution0
Generalized Least Squares Kernelized Tensor FactorizationCode0
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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