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Opinion Prediction on GlobalOpinionQA

0.688F1 ScoreFew-shot-ICM
0.473760.529380.5850.64062Jun 2, 2026

Evaluation results

MethodLinks
Few-shot-ICMModel=Llama-3.1-70B, Prompting=Few-shot, Method=Internal Coherence Maximization2026.060.6880.730.6580.7910.717
Few-shot-GoldModel=Llama-3.1-70B, Prompting=Few-shot, Selection Strategy=Gold2026.060.6850.7040.680.7680.709
Few-shot ACC-ctrlModel=Llama-3.1-70B, Prompting=Few-shot, Control=ACC2026.060.6460.6450.6580.7290.67
Zero-shot (Chat)Model=Llama-3.1-70B, Prompting=Zero-shot, Variant=Chat2026.060.6030.6480.640.6650.639
Few-shot-RandModel=Llama-3.1-70B, Prompting=Few-shot, Selection Strategy=Random2026.060.5670.6280.6240.6350.614
Zero-shot (Base)Model=Llama-3.1-70B, Prompting=Zero-shot, Variant=Base2026.060.4820.5870.6270.4770.543