Explanation Refinement on ProofWriter benchmark leaderboard · SOTA2 Research

Explanation Refinement on ProofWriter

92Initial ScoreLLM-TP Tree

Evaluation Results

Method	Links
LLM-TP Tree2026.01		92	98
LLM-TP Tree2026.01		91.33	95.33
LLM-TP Tree2026.01		91.33	98
LLM-TP Tree2026.01		85.33	91.33
Faithful-Refiner2026.01		84	91.33
Faithful-Refiner2026.01		83.33	90.67
Faithful-Refiner2026.01		80	86.67
LLM-TP Tree2026.01		72.67	90
Faithful-Refiner2026.01		72	84.67
Explanation-Refiner2026.01		64	78
Explanation-Refiner2026.01		62.67	76.67
Faithful-Refiner2026.01		60	78.67
Explanation-Refiner2026.01		59.33	73.33
Explanation-Refiner2026.01		53.33	69.33
Explanation-Refiner2026.01		52.67	66.67