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Image Quality Assessment

Papers

Showing 71–80 of 732 papers

TitleStatusHype
BAND-2k: Banding Artifact Noticeable Database for Banding Detection and Quality AssessmentCode1
Defense Against Adversarial Attacks on No-Reference Image Quality Models with Gradient Norm RegularizationCode1
Deep-OCTA: Ensemble Deep Learning Approaches for Diabetic Retinopathy Analysis on OCTA ImagesCode1
DifFIQA: Face Image Quality Assessment Using Denoising Diffusion Probabilistic ModelsCode1
A practical guide and software for analysing pairwise comparison experimentsCode1
AutoDIR: Automatic All-in-One Image Restoration with Latent DiffusionCode1
Deep Learning of Human Visual Sensitivity in Image Quality Assessment FrameworkCode1
ARNIQA: Learning Distortion Manifold for Image Quality AssessmentCode1
A Perceptual Quality Assessment Exploration for AIGC ImagesCode1
Deep learning techniques for blind image super-resolution: A high-scale multi-domain perspective evaluationCode1
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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