SOTAVerified

Image Reconstruction

Papers

Showing 801825 of 2143 papers

TitleStatusHype
Foreground-attention in neural decoding: Guiding Loop-Enc-Dec to reconstruct visual stimulus images from fMRI0
Fourier Imager Network (FIN): A deep neural network for hologram reconstruction with superior external generalization0
HDRfeat: A Feature-Rich Network for High Dynamic Range Image Reconstruction0
Fourth-Order Nonlocal Tensor Decomposition Model for Spectral Computed Tomography0
FoVolNet: Fast Volume Rendering using Foveated Deep Neural Networks0
FreqSelect: Frequency-Aware fMRI-to-Image Reconstruction0
Frequency-aware optical coherence tomography image super-resolution via conditional generative adversarial neural network0
Frequency-Space Prediction Filtering for Phase Aberration Correction in Plane-Wave Ultrasound0
Computed tomography using meta-optics0
FRIST - Flipping and Rotation Invariant Sparsifying Transform Learning and Applications0
HUE Dataset: High-Resolution Event and Frame Sequences for Low-Light Vision0
From Image- to Pixel-level: Label-efficient Hyperspectral Image Reconstruction0
Computing support for advanced medical data analysis and imaging0
Fully 3D Implementation of the End-to-end Deep Image Prior-based PET Image Reconstruction Using Block Iterative Algorithm0
Fully Automated Image De-fencing using Conditional Generative Adversarial Networks0
Advancements in Image Resolution: Super-Resolution Algorithm for Enhanced EOS-06 OCM-3 Data0
Fully Convolutional Network for Removing DCT Artefacts From Images0
Fusing Sparsity with Deep Learning for Rotating Scatter Mask Gamma Imaging0
FUSION: Frequency-guided Underwater Spatial Image recOnstructioN0
Conditional Variational Autoencoder for Learned Image Reconstruction0
FUTURE-AI: Guiding Principles and Consensus Recommendations for Trustworthy Artificial Intelligence in Medical Imaging0
BSRA: Block-based Super Resolution Accelerator with Hardware Efficient Pixel Attention0
Adaptive Local Neighborhood-based Neural Networks for MR Image Reconstruction from Undersampled Data0
GaSpCT: Gaussian Splatting for Novel CT Projection View Synthesis0
DULDA: Dual-domain Unsupervised Learned Descent Algorithm for PET image reconstruction0
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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