SOTAVerified

Image Reconstruction

Papers

Showing 226250 of 2143 papers

TitleStatusHype
Enhanced Blind Face Restoration With Multi-Exemplar Images and Adaptive Spatial Feature FusionCode1
GTA-HDR: A Large-Scale Synthetic Dataset for HDR Image ReconstructionCode1
A Shadow Imaging Bilinear Model and Three-branch Residual Network for Shadow RemovalCode1
Event-based Video Reconstruction via Potential-assisted Spiking Neural NetworkCode1
Event-based visual place recognition with ensembles of temporal windowsCode1
A Simple Adaptive Unfolding Network for Hyperspectral Image ReconstructionCode1
3D GAN Inversion with Pose OptimizationCode1
Exploiting Structural Consistency of Chest Anatomy for Unsupervised Anomaly Detection in Radiography ImagesCode1
Neural Architecture Search for Compressed Sensing Magnetic Resonance Image ReconstructionCode1
Neural-Pull: Learning Signed Distance Functions from Point Clouds by Learning to Pull Space onto SurfacesCode1
Assessment of Data Consistency through Cascades of Independently Recurrent Inference Machines for fast and robust accelerated MRI reconstructionCode1
Noise Conscious Training of Non Local Neural Network powered by Self Attentive Spectral Normalized Markovian Patch GAN for Low Dose CT DenoisingCode1
Not All Image Regions Matter: Masked Vector Quantization for Autoregressive Image GenerationCode1
Active MR k-space Sampling with Reinforcement LearningCode1
FAIR: Frequency-aware Image Restoration for Industrial Visual Anomaly DetectionCode1
Generative Modeling in Sinogram Domain for Sparse-view CT ReconstructionCode1
OTRE: Where Optimal Transport Guided Unpaired Image-to-Image Translation Meets Regularization by EnhancingCode1
fastMRI: An Open Dataset and Benchmarks for Accelerated MRICode1
Perceptual Image Anomaly DetectionCode1
Physics-based Reconstruction Methods for Magnetic Resonance ImagingCode1
ATOMMIC: An Advanced Toolbox for Multitask Medical Imaging Consistency to facilitate Artificial Intelligence applications from acquisition to analysis in Magnetic Resonance ImagingCode1
Fast MRI Reconstruction via Edge AttentionCode1
Feedback Network for Mutually Boosted Stereo Image Super-Resolution and Disparity EstimationCode1
Benchmarking MRI Reconstruction Neural Networks on Large Public DatasetsCode1
Beyond Learned Metadata-based Raw Image ReconstructionCode1
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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