# PersonaBench

Source: [PersonaBench](<https://www.sota2.com/research/dataset/personabench>)

Collection index: [llms.txt](<https://www.sota2.com/research/llms.txt>)

A research result applies to its stated dataset, split, metric and evaluation configuration. Compare like-for-like settings, preserve the metric's unit and direction, and distinguish paper-reported results from independent reproduction. The best result recorded here is not a claim of exhaustive, current global coverage.

## Benchmarks

Page 1 of 1. This is an index page, not the full collection.

- [Personalized Retrieval on PersonaBench](<https://www.sota2.com/research/sota/personalized-retrieval-on-personabench.md>): Personalized Retrieval; PersonaBench.

- [Personalized Retrieval and QA on PersonaBench (Noise 0.7)](<https://www.sota2.com/research/sota/personalized-retrieval-and-qa-on-personabench-noise-0-7.md>): Personalized retrieval and QA over heterogeneous user corpora; PersonaBench Noise Level 0.7.

- [Personalized retrieval and QA over heterogeneous user corpora on PersonaBench Noise Level 0.5](<https://www.sota2.com/research/sota/personalized-retrieval-and-qa-over-heterogeneous-user-corpora-on-personabench-noise-level-0-5.md>): Personalized retrieval and QA over heterogeneous user corpora; PersonaBench Noise Level 0.5.

- [Personalized Retrieval and QA on PersonaBench (Noise 0.3)](<https://www.sota2.com/research/sota/personalized-retrieval-and-qa-on-personabench-noise-0-3.md>): Personalized retrieval and QA over heterogeneous user corpora; PersonaBench Noise Level 0.3.

- [Personalized Retrieval and QA on PersonaBench w/o Noise](<https://www.sota2.com/research/sota/personalized-retrieval-and-qa-on-personabench-w-o-noise.md>): Personalized retrieval and QA over heterogeneous user corpora; PersonaBench w/o Noise.