SOTAVerified

Image Reconstruction

Papers

Showing 9761000 of 2143 papers

TitleStatusHype
Image Reconstruction for Accelerated MR Scan with Faster Fourier Convolutional Neural Networks0
Focus On What Matters: Separated Models For Visual-Based RL Generalization0
Focus on Content not Noise: Improving Image Generation for Nuclei Segmentation by Suppressing Steganography in CycleGAN0
Image Reconstruction from an Elastically Distorted Scan0
Image Reconstruction from Bag-of-Visual-Words0
Image reconstruction from dense binary pixels0
Computational Image Formation: Simulators in the Deep Learning Era0
ADV2E: Bridging the Gap Between Analogue Circuit and Discrete Frames in the Video-to-Events Simulator0
Image reconstruction from limited range projections using orthogonal moments0
Image Reconstruction: From Sparsity to Data-adaptive Methods and Machine Learning0
Image Reconstruction from Undersampled Confocal Microscopy Data using Multiresolution Based Maximum Entropy Regularization0
Practical Operator Sketching Framework for Accelerating Iterative Data-Driven Solutions in Inverse Problems0
Image Reconstruction of Multi Branch Feature Multiplexing Fusion Network with Mixed Multi-layer Attention0
3D endoscopic depth estimation using 3D surface-aware constraints0
Image reconstruction through metamorphosis0
Computational Hyperspectral Imaging Based on Dimension-Discriminative Low-Rank Tensor Recovery0
Image Reconstruction using Enhanced Vision Transformer0
Image Reconstruction using Matched Wavelet Estimated from Data Sensed Compressively using Partial Canonical Identity Matrix0
Image Reconstruction using Superpixel Clustering and Tensor Completion0
FixPix: Fixing Bad Pixels using Deep Learning0
Image reconstruction with imperfect forward models and applications in deblurring0
Computational ghost imaging using a field-programmable gate array0
A Polarization-Aided Transformer for Image Deblurring via Motion Vector Decomposition0
Finite Hilbert Transform in Weighted L2 Spaces0
Computational distributed fiber-optic sensing0
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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