# Spoken Language Understanding on SLURP 6 tasks Source: [Spoken Language Understanding on SLURP 6 tasks]() Collection index: [llms.txt]() Data updated: 2026-02-26T05:36:04.287Z Evaluation of Spoken Language Understanding performance on the SLURP 6 tasks configuration, measured using Average Accuracy, Last Accuracy, and Average WER. 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 | Spoken Language Understanding | | Dataset (including any stated split) | SLURP 6 tasks | | Metric | Avg Accuracy | | Unit | PERCENT | | Direction | Higher is better | | Results loaded | 9 of 9 | | 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 - [Avg Accuracy](): Higher is better; unit: PERCENT. - [Last Accuracy](): Higher is better; unit: PERCENT. - [Avg WER](): Lower is better; unit: PERCENT. ## Recorded results | Method | Avg Accuracy | Result date | Report paper | | --- | --- | --- | --- | | Offline | 84.41 | Not recorded | 68fa73761e209131cea5cb00 | | COCONUT+S-KD | 71.91 | Not recorded | 68fa73761e209131cea5cb00 | | COCONUT | 70.17 | Not recorded | 68fa73761e209131cea5cb00 | | S-KD | 69.91 | Not recorded | 68fa73761e209131cea5cb00 | | A-KD | 68.52 | Not recorded | 68fa73761e209131cea5cb00 | | ER iCaRL | 68.08 | Not recorded | 68fa73761e209131cea5cb00 | | T-KD | 66.95 | Not recorded | 68fa73761e209131cea5cb00 | | ER rand | 66.57 | Not recorded | 68fa73761e209131cea5cb00 | | Fine-tuning | 31.9 | Not recorded | 68fa73761e209131cea5cb00 | ### Offline Avg Accuracy: 84.41. Result ID: 6992ee163a6c3148491271bd. [Reporting paper]() Recorded evaluation configuration: {"continual learning":false}. This record does not assert independent reproduction. ### COCONUT+S-KD Avg Accuracy: 71.91. Result ID: 6992ee163a6c3148491271c5. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"buffer size":"1%"}. This record does not assert independent reproduction. ### COCONUT Avg Accuracy: 70.17. Result ID: 6992ee163a6c3148491271c4. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"buffer size":"1%"}. This record does not assert independent reproduction. ### S-KD Avg Accuracy: 69.91. Result ID: 6992ee163a6c3148491271c3. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"buffer size":"1%"}. This record does not assert independent reproduction. ### A-KD Avg Accuracy: 68.52. Result ID: 6992ee163a6c3148491271c2. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"buffer size":"1%"}. This record does not assert independent reproduction. ### ER iCaRL Avg Accuracy: 68.08. Result ID: 6992ee163a6c3148491271c0. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"buffer size":"1%"}. This record does not assert independent reproduction. ### T-KD Avg Accuracy: 66.95. Result ID: 6992ee163a6c3148491271c1. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"buffer size":"1%"}. This record does not assert independent reproduction. ### ER rand Avg Accuracy: 66.57. Result ID: 6992ee163a6c3148491271bf. [Reporting paper]() Recorded evaluation configuration: {"buffer size":"1%"}. This record does not assert independent reproduction. ### Fine-tuning Avg Accuracy: 31.9. Result ID: 6992ee163a6c3148491271be. [Reporting paper]() Recorded evaluation configuration: {"continual learning":false}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.