Mathematical Problem Solving on LiveMath held-out (test) benchmark leaderboard · SOTA2 Research

Mathematical Problem Solving on LiveMath held-out (test)

78.4ScoreSkillOpt

Evaluation Results

Method	Links
SkillOpt2026.05		78.4
SkillOpt2026.05		66.9
EvoSkill2026.05		63.2
SkillOpt2026.05		56.5
Trace2Skill2026.05		52
SkillOpt2026.05		52
EvoSkill2026.05		52
TextGrad2026.05		49.2
Human skill2026.05		48.8
LLM skill2026.05		45.6
LLM skill2026.05		44.8
SkillOpt2026.05		44
Human skill2026.05		44
GEPA2026.05		43.2
Human skill2026.05		41.6
GEPA2026.05		41.6
SkillOpt2026.05		41.6
No skill2026.05		40.8
LLM skill2026.05		40
Trace2Skill2026.05		40
Human skill2026.05		38.4
No skill2026.05		37.6
No skill2026.05		36.8
LLM skill2026.05		36.8
TextGrad2026.05		36.6
SkillOpt2026.05		36
No skill2026.05		35.2
Trace2Skill2026.05		32.8
SkillOpt2026.05		32.8
No skill2026.05		31.2
GEPA2026.05		31.2
Human skill2026.05		29.6
Trace2Skill2026.05		29.6
Human skill2026.05		28.8
Trace2Skill2026.05		28.8
GEPA2026.05		28.8
LLM skill2026.05		28.8
GEPA2026.05		28.8
LLM skill2026.05		28
TextGrad2026.05		27.2
GEPA2026.05		27.2
SkillOpt2026.05		27.2
Trace2Skill2026.05		27.2
Trace2Skill2026.05		25.6
LLM skill2026.05		25.6
GEPA2026.05		24.8
LLM skill2026.05		24.8
No skill2026.05		23.2
Human skill2026.05		23.2
TextGrad2026.05		22.4
No skill2026.05		22.4
TextGrad2026.05		20.8
No skill2026.05		20.8
LLM skill2026.05		20
Human skill2026.05		18.4
Human skill2026.05		16.8
No skill2026.05		14.7
TextGrad2026.05		10.6
TextGrad2026.05		7.2