SOTAVerified

Image Quality Assessment

Papers

Showing 126–150 of 732 papers

TitleStatusHype
FunEditor: Achieving Complex Image Edits via Function Aggregation with Diffusion Models—0
Rethinking Medical Anomaly Detection in Brain MRI: An Image Quality Assessment PerspectiveCode0
Evaluating BM3D and NBNet: A Comprehensive Study of Image Denoising Across Multiple Datasets—0
No-Reference Image Quality Assessment with Global-Local Progressive Integration and Semantic-Aligned Quality TransferCode0
Guardians of Image Quality: Benchmarking Defenses Against Adversarial Attacks on Image Quality MetricsCode1
ESIQA: Perceptual Quality Assessment of Vision-Pro-based Egocentric Spatial ImagesCode0
X-Fake: Juggling Utility Evaluation and Explanation of Simulated SAR Images—0
Q-Ground: Image Quality Grounding with Large Multi-modality ModelsCode1
HazeCLIP: Towards Language Guided Real-World Image DehazingCode1
UFQA: Utility guided Fingerphoto Quality Assessment—0
Scaling Up Personalized Image Aesthetic Assessment via Task Vector CustomizationCode1
HAMIL-QA: Hierarchical Approach to Multiple Instance Learning for Atrial LGE MRI Quality AssessmentCode0
GSBIQA: Green Saliency-guided Blind Image Quality Assessment Method—0
DSMix: Distortion-Induced Sensitivity Map Based Pre-training for No-Reference Image Quality AssessmentCode0
Local Manifold Learning for No-Reference Image Quality Assessment—0
UHD-IQA Benchmark Database: Pushing the Boundaries of Blind Photo Quality AssessmentCode0
Vision-Language Consistency Guided Multi-modal Prompt Learning for Blind AI Generated Image Quality AssessmentCode0
Vision Language Modeling of Content, Distortion and Appearance for Image Quality Assessment—0
DSL-FIQA: Assessing Facial Image Quality via Dual-Set Degradation Learning and Landmark-Guided TransformerCode2
QMamba: On First Exploration of Vision Mamba for Image Quality AssessmentCode0
DDR: Exploiting Deep Degradation Response as Flexible Image DescriptorCode0
GenzIQA: Generalized Image Quality Assessment using Prompt-Guided Latent Diffusion Models—0
Rank-based No-reference Quality Assessment for Face Swapping—0
UniQA: Unified Vision-Language Pre-training for Image Quality and Aesthetic AssessmentCode1
ATTIQA: Generalizable Image Quality Feature Extractor using Attribute-aware Pretraining—0
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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