# REF-q

Source: [REF-q](<https://www.sota2.com/research/dataset/ref-q>)

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.

- [Multi-Agent Reinforcement Learning on REF-q rac-dist (test)](<https://www.sota2.com/research/sota/multi-agent-reinforcement-learning-on-ref-q-rac-dist-test.md>): Multi-Agent Reinforcement Learning; REF-q rac-dist (test).

- [Question Answering on AstroRef-QA (Total)](<https://www.sota2.com/research/sota/question-answering-on-astroref-qa-total.md>): Question Answering; AstroRef-QA (Total).