# Keyword Spotting on Speech Commands (test) Source: [Keyword Spotting on Speech Commands (test)]() Collection index: [llms.txt]() Data updated: 2026-03-18T08:38:29.331Z Evaluation of Keyword Spotting performance using the test split of the Speech Commands dataset, measured by accuracy. 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. | Scope | Recorded value | | --- | --- | | Task | Keyword Spotting | | Dataset (including any stated split) | Speech Commands (test) | | Metric | Accuracy | | Unit | PERCENT | | Direction | Higher is better | | Results loaded | 2 of 2 | | Coverage | All results currently returned for this benchmark | Evaluation settings may differ between results. The original papers and recorded configurations are needed to establish comparability. A shared metric name alone does not establish an identical protocol. ## Metrics - [Accuracy](): Higher is better; unit: PERCENT. ## Recorded results | Method | Accuracy | Result date | Report paper | | --- | --- | --- | --- | | BaselineMLP | 86.56 | Not recorded | 69ba31870636e5bf4afc07a6 | | DynamicGateMLP | 86.54 | Not recorded | 69ba31870636e5bf4afc07a6 | ### BaselineMLP Accuracy: 86.56. Result ID: 69ba646747f34ce924a45239. [Reporting paper]() Recorded evaluation configuration: {"RelMAC":"1.000","MACs (baseline -\> gated)":"973,824 → 973,824"}. This record does not assert independent reproduction. ### DynamicGateMLP Accuracy: 86.54. Result ID: 69ba646747f34ce924a4523a. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Gate open (g1/g2)":"0.924 / 0.820","RelMAC":"0.989","MACs (baseline -\> gated)":"973,824 → 963,287"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.