SOTAVerified

Image Reconstruction

Papers

Showing 76100 of 2143 papers

TitleStatusHype
snnTrans-DHZ: A Lightweight Spiking Neural Network Architecture for Underwater Image Dehazing0
Probability Distribution Alignment and Low-Rank Weight Decomposition for Source-Free Domain Adaptive Brain Decoding0
High Dynamic Range Modulo Imaging for Robust Object Detection in Autonomous Driving0
Slicing the Gaussian Mixture Wasserstein DistanceCode0
GigaTok: Scaling Visual Tokenizers to 3 Billion Parameters for Autoregressive Image GenerationCode3
Artificial Intelligence Augmented Medical Imaging Reconstruction in Radiation Therapy0
Conformalized Generative Bayesian Imaging: An Uncertainty Quantification Framework for Computational Imaging0
End2end-ALARA: Approaching the ALARA Law in CT Imaging with End-to-end Learning0
Latent Multimodal Reconstruction for Misinformation DetectionCode0
Subjective Visual Quality Assessment for High-Fidelity Learning-Based Image CompressionCode0
Autoregressive High-Order Finite Difference Modulo Imaging: High-Dynamic Range for Computer Vision Applications0
Physics-informed 4D X-ray image reconstruction from ultra-sparse spatiotemporal data0
Diffusion Active Learning: Towards Data-Driven Experimental Design in Computed Tomography0
SemiISP/SemiIE: Semi-Supervised Image Signal Processor and Image Enhancement Leveraging One-to-Many Mapping sRGB-to-RAW0
ILLUME+: Illuminating Unified MLLM with Dual Visual Tokenization and Diffusion RefinementCode2
Semi-Supervised Biomedical Image Segmentation via Diffusion Models and Teacher-Student Co-TrainingCode0
MergeVQ: A Unified Framework for Visual Generation and Representation with Disentangled Token Merging and QuantizationCode1
FUSION: Frequency-guided Underwater Spatial Image recOnstructioN0
Learned Image Compression and Restoration for Digital PathologyCode0
A Channel-Triggered Backdoor Attack on Wireless Semantic Image Reconstruction0
Q-Insight: Understanding Image Quality via Visual Reinforcement LearningCode2
AH-GS: Augmented 3D Gaussian Splatting for High-Frequency Detail Representation0
Evaluation of Machine-generated Biomedical Images via A Tally-based Similarity Measure0
Implicit neural representations for end-to-end PET reconstruction0
Generalized Ray Tracing with Basis functions for Tomographic Projections0
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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