List your company

Question Answering on SQuAD (EM, Tokens(k))

35.93EMPIR
5.052413.068721.08529.1013Jan 29, 2026

Evaluation results

MethodLinks
PIRzero-shot-CoT=true, pass@1=true, mode=interactive stronger US (gpt-4o-mini)2026.0135.930.83
GPT-4o-minizero-shot-CoT=true, pass@1=true2026.0124.660.61
PIRzero-shot-CoT=true, pass@1=true, mode=interactive2026.0122.940.81
PIRzero-shot-CoT=true, pass@1=true, mode=self-play2026.016.980.99
Reasoning Basezero-shot-CoT=true, pass@1=true2026.016.241.18