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ResearchFormerly WizWand

Multi-domain Evaluation on HealthBench, LLMMed-Eval, WritingBench, Creative Writing, and ResearchQA

70.55Macro-average ScoreEvoRubric
61.855664.112866.3768.6272May 28, 2026
Updated 5mo ago

Evaluation results

MethodLinks
EvoRubricBackbone=Qwen3-14B2026.0570.55
External Evolving-RLBackbone=Qwen3-14B2026.0569.65
Static Rubric-RLBackbone=Qwen3-14B2026.0569.07
Gemini-2.5-proBackbone=Proprietary2026.0568.96
EvoRubricBackbone=Qwen3-8B2026.0568.84
Static Rubric-RLBackbone=Qwen3-8B2026.0566.31
External Evolving-RLBackbone=Qwen3-8B2026.0566.16
Base ModelBackbone=Qwen3-14B2026.0565.22
GPT-4oBackbone=Proprietary2026.0564.32
Base ModelBackbone=Qwen3-8B2026.0562.19