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PerLTQA dataset and benchmarks · SOTA2 Research

Research Datasets

PerLTQA

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

Membership Inference Attack

PerLTQA

100ROC-AUC

24

Agent Memory Question Answering

PerLTQA (test)

42.68BLEU

18

Memory Retrieval

PerLTQA CN

93.12ERC

14

Memory Retrieval

PerLTQA EN

90.47ERC

14

Long-term dialogue memory

PerLTQA (test)

93.14Accuracy

11

Long-horizon conversation utility evaluation

PerltQA

80.62Accuracy

6

PerLTQA

74.5Ra@5

1

Proactive Assistant Evaluation

PerLTQA Category (test)

15Response Frequency

1

Popular tasks

Memory Retrieval Retrieval Proactive Assistant Evaluation Membership Inference Attack Agent Memory Question Answering

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