Results

Results

Answering Multi-Choice Questions

Quantitative Results

• dev subset of LLVisionQA.

  

• test subset of LLVisionQA.

  

General Description on Low-level Visual Aspects

Quantitative Results

• Results on LLDescribe.

  

Image and Video Quality Assessment

Quantitative Results

• Impressive results on 8 IQA/VQA datasets, including 3 never seen datasets (CGIQA-6K, KADID-10K, KoNViD-10k).

  

• The results are obtained with text-only instruction tuning, without any numerical supervision.