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MemoTrap dataset and benchmarks · SOTA2 Research

Research Datasets

MemoTrap

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

completion task

MemoTrap (test)

61.83Accuracy

30

Memorization Trap Detection

MemoTrap

71.96Macro Score

15

Knowledge Retrieval

MemoTrap

42.5Proverb Score

12

Hallucination Prediction

MemoTrap

65Accuracy

6

Knowledge Conflict Resolution

MemoTrap

77.35Micro Accuracy

4

Popular tasks

Knowledge retrieval completion task Hallucination Prediction Knowledge Conflict Resolution Memorization Trap Detection

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