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Question Answering on CWQ (EM, F1)

25Exact Match (EM)PRAG
11.4814.9918.522.01Jun 12, 2026

Evaluation results

MethodLinks
PRAGBase Model=LLAMA3.2-1B2026.062532.84
DMOEBase Model=LLAMA3.2-1B2026.0624.6734.79
FLAREBase Model=LLAMA3.2-1B2026.062431.54
SFT-LORABase Model=LLAMA3.2-1B2026.0621.6730.92
PRAGBase Model=QWEN2.5-1.5B2026.0621.6730.5
DMOEBase Model=QWEN2.5-1.5B2026.0621.6732.85
SFT-LORABase Model=QWEN2.5-1.5B2026.0619.6730.92
BASIC-RAGBase Model=LLAMA3.2-1B2026.0616.3323.84
BASIC-RAGBase Model=QWEN2.5-1.5B2026.0612.3318.88
FLAREBase Model=QWEN2.5-1.5B2026.061218.06