CSIQ (Categorical Subjective Image Quality)
Introduced by Larson et al. in Most Apparent Distortion: Full-Reference Image Quality Assessment and the Role of Strategy
The CSIQ database consists of 30 original images, each is distorted using six different types of distortions at four to five different levels of distortion. CSIQ images are subjectively rated base on a linear displacement of the images across four calibrated LCD monitors placed side by side with equal viewing distance to the observer. The database contains 5000 subjective ratings from 35 different observers, and ratings are reported in the form of DMOS.
Benchmarks
| Trend | Task | Dataset Variant | Best Model | Paper | Code |
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CSIQ
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UNIQA
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Papers
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