MemoTime: Memory-Augmented Temporal Knowledge Graph Enhanced Large Language Model Reasoning

Benchmark Model Rank Results
question-answering-on-multitqMemoTime (GPT-4-Turbo)#1Hits@1: 77.9
question-answering-on-multitqMemoTime (DeepSeek-V3)#2Hits@1: 73.0
question-answering-on-multitqMemoTime (Qwen3-32B)#3Hits@1: 68.2
question-answering-on-multitqMemoTime (GPT-4o-mini)#4Hits@1: 64.2