SOTAVerified

Image Reconstruction

Papers

Showing 110 of 2143 papers

TitleStatusHype
3D Magnetic Inverse Routine for Single-Segment Magnetic Field Images0
The model is the message: Lightweight convolutional autoencoders applied to noisy imaging data for planetary science and astrobiology0
MGVQ: Could VQ-VAE Beat VAE? A Generalizable Tokenizer with Multi-group QuantizationCode2
Vision Foundation Models as Effective Visual Tokenizers for Autoregressive Image Generation0
LangMamba: A Language-driven Mamba Framework for Low-dose CT Denoising with Vision-language ModelsCode1
Vision Transformer-Based Time-Series Image Reconstruction for Cloud-Filling Applications0
Cloud-Aware SAR Fusion for Enhanced Optical Sensing in Space MissionsCode0
A Prior-Guided Joint Diffusion Model in Projection Domain for PET Tracer ConversionCode0
Client Selection Strategies for Federated Semantic Communications in Heterogeneous IoT Networks0
Improved Image Reconstruction and Diffusion Parameter Estimation Using a Temporal Convolutional Network Model of Gradient Trajectory Errors0
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Benchmark Results

#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