ResearchBenchmarksStrategy Prediction on P4GFollow0.1496Macro F1PRINCIPLES0.076280.0953150.114350.133385Sep 22, 2025Evaluation ResultsMethodMethodLinksMacro F1Weighted F1EntropyPRINCIPLES2025.090.14960.2432.67AnE2025.090.14650.23272.6Proactive2025.090.13950.21582.6ProCoT2025.090.13730.2052.6ICL-AIF2025.090.10790.16742.46PPDPP2025.090.07910.10661.03