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Retrieval on 100 questions cross-model comparison

41.2F1 ScoreRLM-on-KG
34.02435.88737.7539.613Apr 18, 2026

Evaluation results

MethodLinks
RLM-on-KGController=Claude Haiku 4.52026.0441.2—
RLM-on-KGController=Gemini 2.5 Flash Lite2026.043868
Heuristic RLMController=Claude Haiku 4.52026.0437.6—
Heuristic RLMController=Gemini 2.5 Flash Lite2026.0437.168
Heuristic RLMController=Gemma 4 E2B (local)2026.0435237
RLM-on-KGController=Gemma 4 E2B (local)2026.0434.3237