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ResearchFormerly WizWand

Cross-Scale and Cross-Domain Generalization on SpreadsheetBench and WikiTQ

31.57Average ScoreHuman-Written
-2.19886.568115.33524.1019Mar 26, 2026
Updated 7mo ago

Evaluation results

MethodLinks
Human-WrittenSkill User=Qwen3.5-35B-A3B2026.0331.57
ParametricSkill User=Qwen3.5-35B-A3B2026.0320.8
No SkillSkill User=Qwen3.5-35B-A3B2026.0318.35
Trace2SkillSkill Author=Qwen3.5-35B-A3B, Condition=Creation (init: Parametric), Refinement Component=+Error2026.0318.26
Trace2SkillSkill Author=Qwen3.5-122B-A10B, Condition=Creation (init: Parametric), Refinement Component=+Success2026.0317.62
Trace2SkillSkill Author=Qwen3.5-122B-A10B, Condition=Creation (init: Parametric), Refinement Component=+Combined2026.0314.96
Trace2SkillSkill Author=Qwen3.5-35B-A3B, Condition=Deepening (init: Human-Written), Refinement Component=+Combined2026.0314.78
Trace2SkillSkill Author=Qwen3.5-35B-A3B, Condition=Creation (init: Parametric), Refinement Component=+Combined2026.0311.69
Trace2SkillSkill Author=Qwen3.5-35B-A3B, Condition=Deepening (init: Human-Written), Refinement Component=+Success2026.039.85
Trace2SkillSkill Author=Qwen3.5-122B-A10B, Condition=Deepening (init: Human-Written), Refinement Component=+Combined2026.039.19
Trace2SkillSkill Author=Qwen3.5-122B-A10B, Condition=Deepening (init: Human-Written), Refinement Component=+Error2026.039.18
Trace2SkillSkill Author=Qwen3.5-122B-A10B, Condition=Creation (init: Parametric), Refinement Component=+Error2026.037.04
Trace2SkillSkill Author=Qwen3.5-35B-A3B, Condition=Creation (init: Parametric), Refinement Component=+Success2026.034.54
Trace2SkillSkill Author=Qwen3.5-35B-A3B, Condition=Deepening (init: Human-Written), Refinement Component=+Error2026.034.47
Trace2SkillSkill Author=Qwen3.5-122B-A10B, Condition=Deepening (init: Human-Written), Refinement Component=+Success2026.03-0.9