# Covert Speech Recognition on BCIC-Speech Source: [Covert Speech Recognition on BCIC-Speech]() Collection index: [llms.txt]() Data updated: 2026-03-24T16:24:51.907Z Evaluation of Covert Speech Recognition performance using the BCIC-Speech dataset, typically measured using Balanced Accuracy (B.Acc) and Kappa. 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 | Covert Speech Recognition | | Dataset (including any stated split) | BCIC-Speech | | Metric | B.Acc | | 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 - [B.Acc](): Higher is better; unit: PERCENT. - [Kappa](): Higher is better; unit: SCALAR. ## Recorded results | Method | B.Acc | Result date | Report paper | | --- | --- | --- | --- | | LEAF | 54.53 | Not recorded | 68fa7bb61e209131cea8a181 | | TScep. | 53.14 | Not recorded | 68fa7bb61e209131cea8a181 | | LaBraM | 48.19 | Not recorded | 68fa7bb61e209131cea8a181 | | CBraMod | 42.8 | Not recorded | 68fa7bb61e209131cea8a181 | | STTran. | 42.66 | Not recorded | 68fa7bb61e209131cea8a181 | | Conformer | 41.7 | Not recorded | 68fa7bb61e209131cea8a181 | | BIOT | 29.2 | Not recorded | 68fa7bb61e209131cea8a181 | | EEGNet | 26.99 | Not recorded | 68fa7bb61e209131cea8a181 | | EEGPT | 23.64 | Not recorded | 68fa7bb61e209131cea8a181 | ### LEAF B.Acc: 54.53. Result ID: 69c2babf47f34ce924ac2cfc. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### TScep. B.Acc: 53.14. Result ID: 69c2babf47f34ce924ac2cf6. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### LaBraM B.Acc: 48.19. Result ID: 69c2babf47f34ce924ac2cfa. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### CBraMod B.Acc: 42.8. Result ID: 69c2babf47f34ce924ac2cfb. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### STTran. B.Acc: 42.66. Result ID: 69c2babf47f34ce924ac2cf7. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### Conformer B.Acc: 41.7. Result ID: 69c2babf47f34ce924ac2cf5. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### BIOT B.Acc: 29.2. Result ID: 69c2babf47f34ce924ac2cf8. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### EEGNet B.Acc: 26.99. Result ID: 69c2babf47f34ce924ac2cf4. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### EEGPT B.Acc: 23.64. Result ID: 69c2babf47f34ce924ac2cf9. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.