Office Application Question Answering on OfficeQA (held-out test) benchmark leaderboard · SOTA2 Research

Office Application Question Answering on OfficeQA (held-out test)

72.1Score (%)SkillOpt

Evaluation Results

Method	Links
SkillOpt2026.05		72.1
SkillOpt2026.05		71.5
EvoSkill2026.05		70.3
Human skill2026.05		66.9
Human skill2026.05		66.3
Trace2Skill2026.05		65.7
GEPA2026.05		63.9
SkillOpt2026.05		62.8
GEPA2026.05		60.4
Human skill2026.05		59.3
No skill2026.05		57.6
SkillOpt2026.05		56.4
LLM skill2026.05		56.4
Human skill2026.05		55.2
TextGrad2026.05		54.7
GEPA2026.05		53.4
LLM skill2026.05		51.7
Trace2Skill2026.05		51.2
TextGrad2026.05		51.1
SkillOpt2026.05		51.1
No skill2026.05		50
SkillOpt2026.05		50
SkillOpt2026.05		48.8
SkillOpt2026.05		47.1
Human skill2026.05		46.5
LLM skill2026.05		46.5
Human skill2026.05		45.9
No skill2026.05		45.9
GEPA2026.05		45.3
GEPA2026.05		45
GEPA2026.05		43.6
Trace2Skill2026.05		43
EvoSkill2026.05		42.4
TextGrad2026.05		42
Human skill2026.05		41.9
Human skill2026.05		40
TextGrad2026.05		38.7
No skill2026.05		38.3
LLM skill2026.05		36.6
No skill2026.05		34.9
LLM skill2026.05		34.3
TextGrad2026.05		33.7
No skill2026.05		33.1
Trace2Skill2026.05		32
TextGrad2026.05		30
SkillOpt2026.05		29.7
Human skill2026.05		22.7
GEPA2026.05		22.7
No skill2026.05		22.1
Trace2Skill2026.05		20.9
LLM skill2026.05		20.9
TextGrad2026.05		20.9
LLM skill2026.05		20.4
No skill2026.05		16.3
Trace2Skill2026.05		16.3
Trace2Skill2026.05		16.3
No skill2026.05		14.5
LLM skill2026.05		14
LLM skill2026.05		12.8