SOTAVerified

Image Reconstruction

Papers

Showing 126150 of 2143 papers

TitleStatusHype
Data Consistent Deep Rigid MRI Motion CorrectionCode1
Bayesian Image Reconstruction using Deep Generative ModelsCode1
2DeteCT -- A large 2D expandable, trainable, experimental Computed Tomography dataset for machine learningCode1
Exact Diffusion Inversion via Bi-directional Integration ApproximationCode1
Exploiting Structural Consistency of Chest Anatomy for Unsupervised Anomaly Detection in Radiography ImagesCode1
Automated segmentation and morphological characterization of placental histology images based on a single labeled imageCode1
Auto-Encoding Morph-Tokens for Multimodal LLMCode1
A unified model for reconstruction and R2* mapping of accelerated 7T data using the quantitative recurrent inference machineCode1
Event-based visual place recognition with ensembles of temporal windowsCode1
EventSR: From Asynchronous Events to Image Reconstruction, Restoration, and Super-Resolution via End-to-End Adversarial LearningCode1
Face Hallucination via Split-Attention in Split-Attention NetworkCode1
Fast MRI Reconstruction via Edge AttentionCode1
Efficient Sum of Outer Products Dictionary Learning (SOUP-DIL) and Its Application to Inverse ProblemsCode1
Attentive Contextual Attention for Cloud RemovalCode1
End-to-End Differentiable Learning to HDR Image Synthesis for Multi-exposure ImagesCode1
Efficient 3-D Near-Field MIMO-SAR Imaging for Irregular Scanning GeometriesCode1
A Two-Stage Attentive Network for Single Image Super-ResolutionCode1
Efficient approximation of Jacobian matrices involving a non-uniform fast Fourier transform (NUFFT)Code1
E2PNet: Event to Point Cloud Registration with Spatio-Temporal Representation LearningCode1
EAGLE: An Edge-Aware Gradient Localization Enhanced Loss for CT Image ReconstructionCode1
Assessment of Data Consistency through Cascades of Independently Recurrent Inference Machines for fast and robust accelerated MRI reconstructionCode1
A Multi-Task Deep Learning Framework for Building Footprint SegmentationCode1
Dynadiff: Single-stage Decoding of Images from Continuously Evolving fMRICode1
E-Calib: A Fast, Robust and Accurate Calibration Toolbox for Event CamerasCode1
A Simple Adaptive Unfolding Network for Hyperspectral 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