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PersonaMem dataset and benchmarks – Page 2 · SOTA2 Research

Research Datasets

PersonaMem

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

Personalized Generation

PersonaMem 128K memory corpus 1.0 (test)

81.41Revisit Reasons

5

Personalized Generation

PersonaMem 32K memory corpus 1.0 (test)

94.95Revisit Reasons

5

Memory Retrieval

PersonaMem 128K

43.5NDCG@1

5

Memory Retrieval

PersonaMem

22.9Recall

4

Personalized memory reasoning

PERSONAMEM

67.81Recall User Shared Facts

4

Personalized Generation

PersonaMem 1M memory corpus 1.0 (test)

77.87Revisit Reasons

4

Long-term Text Memory

PersonaMem

46.3Accuracy

2

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Popular tasks

Query Answering Personalized Generation Question Answering Memory Retrieval Long-context Memory Retrieval and Reasoning

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