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Question Answering on TriviaQA (test) (LLM-as-a-Judge)

0.87LLM Judge ScorePersonalAI
0.2460.4080.570.732Jun 20, 2025

Evaluation results

MethodLinks
PersonalAILLM=DeepSeek V3, Retrieval algorithm=BeamSearch + WaterCircles, Graph restriction=no restrictions2025.060.87
PersonalAILLM=Llama3.1 8B, Retrieval algorithm=BeamSearch + A*, Graph restriction=episodic vertices excluded2025.060.66
PersonalAILLM=Qwen2.5 7B, Retrieval algorithm=BeamSearch, Graph restriction=episodic vertices excluded2025.060.34
PersonalAILLM=DeepSeek R1 7B, Retrieval algorithm=A*, Graph restriction=episodic vertices excluded2025.060.27