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ResearchFormerly WizWand

PersonaBench

Benchmarks

TaskDatasetSOTA resultTrendResults

Personalized Retrieval

PersonaBench

7.64Latency@5 (Time)

9

Personalized retrieval and QA over heterogeneous user corpora

PersonaBench Noise Level 0.7

25.09F1 Score

8

Personalized retrieval and QA over heterogeneous user corpora

PersonaBench Noise Level 0.5

25.99F1 Score

8

Personalized retrieval and QA over heterogeneous user corpora

PersonaBench Noise Level 0.3

29.89F1 Score

8

Personalized retrieval and QA over heterogeneous user corpora

PersonaBench w/o Noise

32.27F1 Score

8