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Image Quality Assessment

Papers

Showing 2650 of 732 papers

TitleStatusHype
A Comprehensive Study of Multimodal Large Language Models for Image Quality AssessmentCode2
Depicting Beyond Scores: Advancing Image Quality Assessment through Multi-modal Language ModelsCode2
Fieldscale: Locality-Aware Field-based Adaptive Rescaling for Thermal Infrared ImageCode2
Pairwise Comparisons Are All You NeedCode2
A combined full-reference image quality assessment approach based on convolutional activation mapsCode1
Deep Learning of Human Visual Sensitivity in Image Quality Assessment FrameworkCode1
Adaptive Image Quality Assessment via Teaching Large Multimodal Model to CompareCode1
A CNN-Based Blind Denoising Method for Endoscopic ImagesCode1
AutoDIR: Automatic All-in-One Image Restoration with Latent DiffusionCode1
Deep learning techniques for blind image super-resolution: A high-scale multi-domain perspective evaluationCode1
A study of deep perceptual metrics for image quality assessmentCode1
Gap-closing Matters: Perceptual Quality Evaluation and Optimization of Low-Light Image EnhancementCode1
Deep Feature Statistics Mapping for Generalized Screen Content Image Quality AssessmentCode1
CSIM: A Copula-based similarity index sensitive to local changes for Image quality assessmentCode1
Guardians of Image Quality: Benchmarking Defenses Against Adversarial Attacks on Image Quality MetricsCode1
Continual Learning for Blind Image Quality AssessmentCode1
Data-Efficient Image Quality Assessment with Attention-Panel DecoderCode1
Deep-OCTA: Ensemble Deep Learning Approaches for Diabetic Retinopathy Analysis on OCTA ImagesCode1
Bringing Textual Prompt to AI-Generated Image Quality AssessmentCode1
ARNIQA: Learning Distortion Manifold for Image Quality AssessmentCode1
CLIB-FIQA: Face Image Quality Assessment with Confidence CalibrationCode1
AIGCIQA2023: A Large-scale Image Quality Assessment Database for AI Generated Images: from the Perspectives of Quality, Authenticity and CorrespondenceCode1
Assessor360: Multi-sequence Network for Blind Omnidirectional Image Quality AssessmentCode1
CR-FIQA: Face Image Quality Assessment by Learning Sample Relative ClassifiabilityCode1
A practical guide and software for analysing pairwise comparison experimentsCode1
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Benchmark Results

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