# SmartLights

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

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.

- [Spoken Language Understanding on SmartLights Far field (5-fold cross-validation)](<https://www.sota2.com/research/sota/spoken-language-understanding-on-smartlights-far-field-5-fold-cross-validation.md>): Spoken Language Understanding; SmartLights Far field (5-fold cross-validation).

- [Spoken Language Understanding on SmartLights Close field (5-fold cross-validation)](<https://www.sota2.com/research/sota/spoken-language-understanding-on-smartlights-close-field-5-fold-cross-validation.md>): Spoken Language Understanding; SmartLights Close field (5-fold cross-validation).