SOTAVerified

Image Reconstruction

Papers

Showing 726750 of 2143 papers

TitleStatusHype
EEG-ImageNet: An Electroencephalogram Dataset and Benchmarks with Image Visual Stimuli of Multi-Granularity LabelsCode0
PGSR: Planar-based Gaussian Splatting for Efficient and High-Fidelity Surface Reconstruction0
Deep convolutional demosaicking network for multispectral polarization filter array0
Adaptive Sampling of k-Space in Magnetic Resonance for Rapid Pathology Prediction0
UnWave-Net: Unrolled Wavelet Network for Compton Tomography Image Reconstruction0
Image contrast enhancement based on the Schrödinger operator spectrum0
Event-horizon-scale Imaging of M87* under Different Assumptions via Deep Generative Image Priors0
Enhancing Dynamic CT Image Reconstruction with Neural Fields and Optical Flow0
Exploiting Frequency Correlation for Hyperspectral Image Reconstruction0
Streaming quanta sensors for online, high-performance imaging and vision0
Deep Joint Semantic Coding and Beamforming for Near-Space Airship-Borne Massive MIMO Network0
Texture-guided Coding for Deep Features0
Dual-Path Multi-Scale Transformer for High-Quality Image Deraining0
Motion-Informed Deep Learning for Brain MR Image Reconstruction Framework0
Enhancing Global Sensitivity and Uncertainty Quantification in Medical Image Reconstruction with Monte Carlo Arbitrary-Masked Mamba0
Magnetic Resonance Image Processing Transformer for General Accelerated Image Reconstruction0
Comparative Analysis of Hyperspectral Image Reconstruction Using Deep Learning for Agricultural and Biological Applications0
Generalized Compressed Sensing for Image Reconstruction with Diffusion Probabilistic ModelsCode0
Hyperspectral Image Reconstruction for Predicting Chick Embryo Mortality Towards Advancing Egg and Hatchery Industry0
Deep learning-based hyperspectral image reconstruction for quality assessment of agro-product0
Infrared Image Super-Resolution via Lightweight Information Split Network0
GEOcc: Geometrically Enhanced 3D Occupancy Network with Implicit-Explicit Depth Fusion and Contextual Self-Supervision0
Spurious reconstruction from brain activityCode0
Towards Task-Compatible Compressible RepresentationsCode0
Semantic Communication via Rate Distortion Perception Bottleneck0
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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