Update README.md

README.md

@@ -10,10 +10,9 @@ pipeline_tag: image-text-to-text
 # TruthfulJudge
 
 TruthfulJudge is a reliable evaluation pipeline designed to mitigate the pitfalls of AI-as-judge setups. Our methodology emphasizes in-depth human involvement to prevent feedback loops of hallucinated errors, ensuring faithful assessment of multimodal model truthfulness. Our specialized judge model, TruthfulJudge, is well-calibrated (ECE=0.11), self-consistent, and highly inter-annotator agreed (Cohen's κ = 0.79), achieving 88.4% judge accuracy.
+This model is a pairwise critique-label judge trained to judge the preference of two responses to TruthfulVQA dataset open-ended questions.
 
-> Note: TruthfulJudge is a pairwise critique-label judge trained to judge the preference of two responses to TruthfulVQA dataset open-ended questions.
-
-## Installation
+## Dependencies
 
 ```bash
 pip install vllm transformers torch pillow