STAR : Bridging Statistical and Agentic Reasoning for Large Model Performance Prediction

Xiaoxiao Wang, Chunxiao Li, Junying Wang +6

As comprehensive large model evaluation becomes prohibitively expensive, predicting model performance from limited observations has become essential. However, existing statistical…