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 41–50 of 50 papers

TitleStatusHype
Subjective and Objective Quality Assessment of Image: A Survey—0
Sparse Feature Fidelity for Perceptual Image Quality Assessment—0
Gradient Magnitude Similarity Deviation: A Highly Efficient Perceptual Image Quality Index—0
SR-SIM: A fast and high performance IQA index based on spectral residual—0
Information Content Weighting for Perceptual Image Quality Assessment—0
FSIM: A Feature Similarity Index for Image Quality Assessment—0
Most Apparent Distortion: Full-Reference Image Quality Assessment and the Role of Strategy—0
Image information and visual quality—0
Multiscale structural similarity for image quality assessmentCode0
Image quality assessment: from error visibility to structural similarity—0
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Benchmark Results

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