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Scientific Question Answering on GPQA (accuracy)

54.44Accuracy

Spurious

Updated 5d ago

Evaluation Results

Method	Links
Spurious 2026.05		54.44
Spurious Universal 2026.05		50.8
PromptWizard 2026.05		49.59
Step-Back 2026.05		41.11
Least-to-Most 2026.05		40
Plan-and-Solve 2026.05		37.78
Least-to-Most 2026.05		37.78
Step-Back 2026.05		36.67
Analogical 2026.05		36.67
Zero-Shot CoT 2026.05		35.56
Plan-and-Solve 2026.05		35.56
Self-Ask 2026.05		35.56
Self-Ask 2026.05		34.44
Re-Reading 2026.05		34.44
Analogical 2026.05		33.33
Re-Reading 2026.05		33.33
Self-Ask 2026.05		33.33
PromptWizard 2026.05		33.33
Spurious 2026.05		33.33
Re-Reading 2026.05		33.33
Zero-Shot CoT 2026.05		33.33
Spurious 2026.05		32.22
Spurious 2026.05		31.85
Zero-Shot CoT 2026.05		31.11
Re-Reading 2026.05		30
Analogical 2026.05		30
Spurious Universal 2026.05		28.93
Step-Back 2026.05		28.89
Least-to-Most 2026.05		27.78
Analogical 2026.05		27.78
PromptWizard 2026.05		27.43
Plan-and-Solve 2026.05		26.67
Least-to-Most 2026.05		26.67
Spurious Universal 2026.05		26.3
Zero-Shot CoT 2026.05		25.56
Step-Back 2026.05		25.56
Plan-and-Solve 2026.05		25.56
Self-Ask 2026.05		24.44
Spurious Universal 2026.05		24.07
PromptWizard 2026.05		23.7