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Image Quality Assessment

Papers

Showing 5175 of 732 papers

TitleStatusHype
AIGCIQA2023: A Large-scale Image Quality Assessment Database for AI Generated Images: from the Perspectives of Quality, Authenticity and CorrespondenceCode1
Deep Learning of Human Visual Sensitivity in Image Quality Assessment FrameworkCode1
End-to-end deep multi-score model for No-reference stereoscopic image quality assessmentCode1
A Multi-task convolutional neural network for blind stereoscopic image quality assessment using naturalness analysisCode1
A CNN-Based Blind Denoising Method for Endoscopic ImagesCode1
Exploring Semantic Feature Discrimination for Perceptual Image Super-Resolution and Opinion-Unaware No-Reference Image Quality AssessmentCode1
Analysis of Video Quality Datasets via Design of Minimalistic Video Quality ModelsCode1
Adaptive Image Quality Assessment via Teaching Large Multimodal Model to CompareCode1
3DGS-IEval-15K: A Large-scale Image Quality Evaluation Database for 3D Gaussian-SplattingCode1
A study of deep perceptual metrics for image quality assessmentCode1
A Systematic Survey of Deep Learning-based Single-Image Super-ResolutionCode1
DeepDC: Deep Distance Correlation as a Perceptual Image Quality EvaluatorCode1
AGIQA-3K: An Open Database for AI-Generated Image Quality AssessmentCode1
Gap-closing Matters: Perceptual Quality Evaluation and Optimization of Low-Light Image EnhancementCode1
ARNIQA: Learning Distortion Manifold for Image Quality AssessmentCode1
(ASNA) An Attention-based Siamese-Difference Neural Network with Surrogate Ranking Loss function for Perceptual Image Quality AssessmentCode1
Deep Feature Statistics Mapping for Generalized Screen Content Image Quality AssessmentCode1
Continual Learning for Blind Image Quality AssessmentCode1
Content-Variant Reference Image Quality Assessment via Knowledge DistillationCode1
CR-FIQA: Face Image Quality Assessment by Learning Sample Relative ClassifiabilityCode1
A practical guide and software for analysing pairwise comparison experimentsCode1
CLIB-FIQA: Face Image Quality Assessment with Confidence CalibrationCode1
Conditional Image Synthesis With Auxiliary Classifier GANsCode1
A Perceptual Quality Assessment Exploration for AIGC ImagesCode1
Bringing Textual Prompt to AI-Generated Image Quality AssessmentCode1
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Benchmark Results

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