metadata
license: mit
language:
- en
base_model:
- MAGAer13/mplug-owl2-llama2-7b
DeQA-Score-LoRA model weights LoRA fine-tuned on KonIQ, SPAQ, and KADID datasets.
See Homepage and Source Code for details.
Non-reference IQA Results (PLCC / SRCC)
| Dataset | Fine-tuning | KonIQ | SPAQ | KADID | PIPAL | LIVE-Wild | AGIQA | TID2013 | CSIQ |
|---|---|---|---|---|---|---|---|---|---|
| Q-Align (Baseline) | Fully | 0.945 / 0.938 | 0.933 / 0.931 | 0.935 / 0.934 | 0.409 / 0.420 | 0.887 / 0.883 | 0.788 / 0.733 | 0.829 / 0.808 | 0.876 / 0.845 |
| DeQA-Score (Ours) | LoRA | 0.956 / 0.944 | 0.939 / 0.935 | 0.953 / 0.951 | 0.481 / 0.481 | 0.903 / 0.890 | 0.806 / 0.754 | 0.851 / 0.821 | 0.900 / 0.860 |