SOTAVerified

Image Reconstruction

Papers

Showing 101125 of 2143 papers

TitleStatusHype
Beyond Learned Metadata-based Raw Image ReconstructionCode1
A Decoupled Multi-Task Network for Shadow RemovalCode1
Modeling Mask Uncertainty in Hyperspectral Image ReconstructionCode1
ATOMMIC: An Advanced Toolbox for Multitask Medical Imaging Consistency to facilitate Artificial Intelligence applications from acquisition to analysis in Magnetic Resonance ImagingCode1
Brain Captioning: Decoding human brain activity into images and textCode1
BrainCLIP: Bridging Brain and Visual-Linguistic Representation Via CLIP for Generic Natural Visual Stimulus DecodingCode1
BrainGuard: Privacy-Preserving Multisubject Image Reconstructions from Brain ActivitiesCode1
EventSR: From Asynchronous Events to Image Reconstruction, Restoration, and Super-Resolution via End-to-End Adversarial LearningCode1
Adversarial Robust Training of Deep Learning MRI Reconstruction ModelsCode1
BrainVis: Exploring the Bridge between Brain and Visual Signals via Image ReconstructionCode1
Catch Missing Details: Image Reconstruction with Frequency Augmented Variational AutoencoderCode1
Fairness for Image Generation with Uncertain Sensitive AttributesCode1
Accelerated MRI with Un-trained Neural NetworksCode1
Can We Find Neurons that Cause Unrealistic Images in Deep Generative Networks?Code1
3D GAN Inversion with Pose OptimizationCode1
Class-Guided Image-to-Image Diffusion: Cell Painting from Brightfield Images with Class LabelsCode1
Feature-Style Encoder for Style-Based GAN InversionCode1
Feedback Network for Mutually Boosted Stereo Image Super-Resolution and Disparity EstimationCode1
Dual-Octave Convolution for Accelerated Parallel MR Image ReconstructionCode1
CMRxRecon: An open cardiac MRI dataset for the competition of accelerated image reconstructionCode1
CNN-Based Image Reconstruction Method for Ultrafast Ultrasound ImagingCode1
Analysis of Deep Complex-Valued Convolutional Neural Networks for MRI ReconstructionCode1
Comparison of convolutional neural networks for cloudy optical images reconstruction from single or multitemporal joint SAR and optical imagesCode1
Complementary Time-Frequency Domain Networks for Dynamic Parallel MR Image ReconstructionCode1
E-Calib: A Fast, Robust and Accurate Calibration Toolbox for Event CamerasCode1
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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