Image Quality Assessment On Koniq 10K
评估指标
PLCC
SRCC
评测结果
各个模型在此基准测试上的表现结果
模型名称 | PLCC | SRCC | Paper Title | Repository |
|---|---|---|---|---|
| RealQA | 0.959 | 0.948 | Next Token Is Enough: Realistic Image Quality and Aesthetic Scoring with Multimodal Large Language Model | - |
| OneAlign | 0.952 | 0.941 | Q-Align: Teaching LMMs for Visual Scoring via Discrete Text-Defined Levels | |
| UNIQA | 0.938 | 0.926 | You Only Train Once: A Unified Framework for Both Full-Reference and No-Reference Image Quality Assessment | |
| KonCept512 | - | 0.921 | KonIQ-10k: Towards an ecologically valid and large-scale IQA database |
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