Datasets › Snips-SmartLights

Snips-SmartLights

Introduced by Alaa Saade et al. in Spoken Language Understanding on the Edge30 Oct 2018 archive 2025-07-28

The SmartLights benchmark from Snipstests the capability of controlling lights in different rooms. It consists of 1660 requests which are split into five partitions for a 5-fold evaluation. A sample command could be: “please change the [bedroom] lights to [red]” or “i’d like the [living room] lights to be at [twelve] percent”

Benchmarks archive 2025-07-28

All 1 leaderboard whose dataset resolves to this page shown (sort by any header). "First row" is the archive's own first row at snapshot, in the archive's row order; nothing here re-ranks and metric direction is not asserted.

First row (archive order)PaperCode
Spoken Language Understanding Snips-SmartLights Finstreder (Conformer, character-based) Accuracy (%) 89.0 Finstreder: Simple and fast Spoken Language... gitlab.com/Jaco-Assistant/Jaco-Master +1 7 Compare

Papers archive 2025-07-28

4 shown of 4 papers with a leaderboard row on this dataset's benchmarks, newest first. The archive's own "papers using this dataset" list was never published, so this is the benchmark-backed subset; the archive's count for this dataset is 8. The Syntology column is from Syntology's graph (read 2026-09-24), stated per sample; it is not part of any archive number.

DateSamples run Syntology
Finstreder: Simple and fast Spoken Language Understanding with Finite State Transducers using modern Speech-to-Text models 2 3 29 Jun 2022 not harvested
Exploring Transfer Learning For End-to-End Spoken Language Understanding 0 1 15 Dec 2020 not harvested
Using Speech Synthesis to Train End-to-End Spoken Language Understanding Models 3 1 21 Oct 2019 ran 1 of 12 samples (11 unverified)
Spoken Language Understanding on the Edge 2 2 30 Oct 2018 ran 1 of 14 samples (13 unverified)

Dataset loaders archive 2025-07-28

No loader listed in the archive.

Tasks archive 2025-07-28

License archive 2025-07-28

No licence recorded in the archive. Absence here is not a statement about the dataset's terms.

Modalities archive 2025-07-28

Languages archive 2025-07-28

Variants archive 2025-07-28

  • Snips-SmartLights

1 variant name, as the archive lists them.

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