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
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