SOTAVerified

Image Quality Assessment

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 151–200 of 732 papers

TitleStatusHype
Can No-Reference Quality-Assessment Methods Serve as Perceptual Losses for Super-Resolution?—0
DP-IQA: Utilizing Diffusion Prior for Blind Image Quality Assessment in the WildCode1
Opinion-Unaware Blind Image Quality Assessment using Multi-Scale Deep Feature StatisticsCode0
Adaptive Image Quality Assessment via Teaching Large Multimodal Model to CompareCode1
A study on the adequacy of common IQA measures for medical imagesCode0
A study of why we need to reassess full reference image quality assessment with medical images—0
Descriptive Image Quality Assessment in the WildCode3
Fieldscale: Locality-Aware Field-based Adaptive Rescaling for Thermal Infrared ImageCode2
Testing the Performance of Face Recognition for People with Down Syndrome—0
Perception- and Fidelity-aware Reduced-Reference Super-Resolution Image Quality Assessment—0
Dual-Branch Network for Portrait Image Quality AssessmentCode1
Quality Assessment for AI Generated Images with Instruction TuningCode1
Perceptual Crack Detection for Rendered 3D Textured MeshesCode0
How Quality Affects Deep Neural Networks in Fine-Grained Image Classification—0
Bridging the Gap Between Saliency Prediction and Image Quality AssessmentCode0
Cross-IQA: Unsupervised Learning for Image Quality Assessment—0
Bridging the Synthetic-to-Authentic Gap: Distortion-Guided Unsupervised Domain Adaptation for Blind Image Quality AssessmentCode0
Towards Inclusive Face Recognition Through Synthetic Ethnicity Alteration—0
Reference-Free Image Quality Metric for Degradation and Reconstruction Artifacts—0
Adapting Pretrained Networks for Image Quality Assessment on High Dynamic Range DisplaysCode0
Charting the Path Forward: CT Image Quality Assessment -- An In-Depth Review—0
Beyond MOS: Subjective Image Quality Score Preprocessing Method Based on Perceptual Similarity—0
Perceptual Constancy Constrained Single Opinion Score Calibration for Image Quality Assessment—0
Towards Real-world Video Face Restoration: A New Benchmark—0
Causal Perception Inspired Representation Learning for Trustworthy Image Quality Assessment—0
PKU-AIGIQA-4K: A Perceptual Quality Assessment Database for Both Text-to-Image and Image-to-Image AI-Generated ImagesCode0
Assessing Image Quality Using a Simple Generative RepresentationCode0
Large Multi-modality Model Assisted AI-Generated Image Quality AssessmentCode1
Image Quality Assessment With Compressed Sampling—0
NTIRE 2024 Quality Assessment of AI-Generated Content Challenge—0
Adaptive Mixed-Scale Feature Fusion Network for Blind AI-Generated Image Quality Assessment—0
Multi-Modal Prompt Learning on Blind Image Quality AssessmentCode0
CrossScore: Towards Multi-View Image Evaluation and Scoring—0
Beyond Score Changes: Adversarial Attack on No-Reference Image Quality Assessment from Two Perspectives—0
PCQA: A Strong Baseline for AIGC Quality Assessment Based on Prompt Condition—0
GraFIQs: Face Image Quality Assessment Using Gradient MagnitudesCode1
Multi-Sensor Diffusion-Driven Optical Image Translation for Large-Scale Applications—0
AI-KD: Towards Alignment Invariant Face Image Quality Assessment Using Knowledge DistillationCode0
PHISWID: Physics-Inspired Underwater Image Dataset Synthesized from RGB-D ImagesCode0
AIGIQA-20K: A Large Database for AI-Generated Image Quality Assessment—0
AIGCOIQA2024: Perceptual Quality Assessment of AI Generated Omnidirectional ImagesCode0
Bringing Textual Prompt to AI-Generated Image Quality AssessmentCode1
An edge detection-based deep learning approach for tear meniscus height measurement—0
Defense Against Adversarial Attacks on No-Reference Image Quality Models with Gradient Norm RegularizationCode1
Quality-Aware Image-Text Alignment for Real-World Image Quality AssessmentCode0
A Comprehensive Study of Multimodal Large Language Models for Image Quality AssessmentCode2
Pairwise Comparisons Are All You NeedCode2
IG-FIQA: Improving Face Image Quality Assessment through Intra-class Variance Guidance robust to Inaccurate Pseudo-LabelsCode0
Diffusion-based Iterative Counterfactual Explanations for Fetal Ultrasound Image Quality Assessment—0
eDifFIQA: Towards Efficient Face Image Quality Assessment Based On Denoising Diffusion Probabilistic ModelsCode1
Show:102550
← PrevPage 4 of 15Next →
All datasetsMSU NR VQA DatabaseKonIQ-10kMSU FR VQA Database

Benchmark Results

#ModelMetricClaimedVerifiedStatus
1SPAQ MT-SSRCC0.88—Unverified
2SPAQ BLSRCC0.88—Unverified
3SPAQ MT-ASRCC0.88—Unverified
4KonCept512SRCC0.84—Unverified
5MEONSRCC0.51—Unverified
#ModelMetricClaimedVerifiedStatus
1RealQASRCC0.95—Unverified
2OneAlignSRCC0.94—Unverified
3UNIQASRCC0.93—Unverified
4KonCept512SRCC0.92—Unverified
#ModelMetricClaimedVerifiedStatus
1FSIMSRCC0.9—Unverified
2DSSSRCC0.9—Unverified
3MS-GMSDSRCC0.89—Unverified
4GMSDSRCC0.89—Unverified