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Multistep Reasoning on MuSR

73.33Accuracy

Spurious Universal

Updated 5d ago

Evaluation Results

Method	Links
Spurious Universal 2026.05		73.33
PromptWizard 2026.05		71.33
Step-Back 2026.05		70
Plan-and-Solve 2026.05		70
Spurious 2026.05		69.33
PromptWizard 2026.05		67.33
Spurious 2026.05		66
Re-Reading 2026.05		64
Re-Reading 2026.05		64
Plan-and-Solve 2026.05		62
Spurious Universal 2026.05		62
Least-to-Most 2026.05		62
Spurious 2026.05		60.67
Zero-Shot CoT 2026.05		60
Spurious 2026.05		59.2
Plan-and-Solve 2026.05		58
Analogical 2026.05		58
Zero-Shot CoT 2026.05		58
Step-Back 2026.05		56
Analogical 2026.05		56
Self-Ask 2026.05		56
Self-Ask 2026.05		56
Step-Back 2026.05		54
Spurious Universal 2026.05		54
PromptWizard 2026.05		54
Spurious Universal 2026.05		54
Step-Back 2026.05		54
Re-Reading 2026.05		54
Self-Ask 2026.05		54
RTN 2026.05		53.7
PromptWizard 2026.05		53.33
BF16 2026.05		52.5
AWQ 2026.05		52
Self-Ask 2026.05		52
Zero-Shot CoT 2026.05		52
AAAC 2026.05		51.6
IF4 2026.05		51.3
Analogical 2026.05		50
Analogical 2026.05		50
Re-Reading 2026.05		48
Least-to-Most 2026.05		46
Plan-and-Solve 2026.05		46
Zero-Shot CoT 2026.05		46
AWQ 2026.05		44.2
AAAC 2026.05		44.2
BF16 2026.05		43.4
RTN 2026.05		42.1
Least-to-Most 2026.05		42
Least-to-Most 2026.05		42
SePT 2025.10		41.5
Base 2025.10		41.4
GRPO 2025.10		41.4
IF4 2026.05		40.5