SOTAVerified

Full reference image quality assessment

The goal is to calculate an objective quality score for a given (potentially) distorted image given its reference (potentially) pristine quality image is available. Training-free metrics are listed.

Papers

Showing 4150 of 50 papers

TitleStatusHype
Sparse Feature Fidelity for Perceptual Image Quality Assessment0
SR-SIM: A fast and high performance IQA index based on spectral residual0
Subjective and Objective Quality Assessment of Image: A Survey0
Subjective Image Quality Assessment with Boosted Triplet Comparisons0
Training-Free Synthesized Face Sketch Recognition Using Image Quality Assessment Metrics0
Saliency-Guided Local Full-Reference Image Quality AssessmentCode0
Quality Aware Generative Adversarial NetworksCode0
Multiscale structural similarity for image quality assessmentCode0
Foundation Models Boost Low-Level Perceptual Similarity MetricsCode0
Deep Neural Networks for No-Reference and Full-Reference Image Quality AssessmentCode0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1MDSISRCC0.92Unverified
2HaarPSISRCC0.91Unverified
3IQA MetricSRCC0.9Unverified
4VSISRCC0.9Unverified
5SR-SIMSRCC0.89Unverified
6GMSDSRCC0.89Unverified
7FSIMcSRCC0.88Unverified
8SFFSRCC0.88Unverified
9IW-SSIMSRCC0.86Unverified
10MS-SSIMSRCC0.85Unverified
#ModelMetricClaimedVerifiedStatus
1MDSISRCC0.88Unverified
2SR-SIMSRCC0.88Unverified
3FSIMcSRCC0.88Unverified
4VSISRCC0.87Unverified
5MADSRCC0.86Unverified
6HaarPSISRCC0.85Unverified
7IW-SSIMSRCC0.83Unverified
8GMSDSRCC0.82Unverified
9SFFSRCC0.81Unverified
10VIFSRCC0.75Unverified
#ModelMetricClaimedVerifiedStatus
1MDSISRCC0.89Unverified
2HaarPSISRCC0.88Unverified
3VSISRCC0.88Unverified
4PELSRCC0.88Unverified
5FSIMcSRCC0.85Unverified
6GMSDSRCC0.85Unverified
7SR-SIMSRCC0.84Unverified
8FSIMSRCC0.83Unverified
9MS-SSIMSRCC0.8Unverified
10VIFSRCC0.65Unverified
#ModelMetricClaimedVerifiedStatus
1MDSISRCC0.85Unverified
2SFFSRCC0.83Unverified
3VSISRCC0.82Unverified
4VIFSRCC0.81Unverified
5GMSDSRCC0.78Unverified
6FSIMcSRCC0.78Unverified
7SR-SIMSRCC0.76Unverified
8IW-SSIMSRCC0.69Unverified
9MADSRCC0.69Unverified
10MS-SSIMSRCC0.67Unverified