# Brain-to-Text on Brain-to-Text 2025 (hold-out set) Source: [Brain-to-Text on Brain-to-Text 2025 (hold-out set)]() Collection index: [llms.txt]() Data updated: 2026-03-04T08:44:12.485Z Evaluation of Brain-to-Text performance on the hold-out set of the Brain-to-Text 2025 dataset, measured by Word Error Rate (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 | Brain-to-Text | | Dataset (including any stated split) | Brain-to-Text 2025 (hold-out set) | | Metric | WER | | Unit | PERCENT | | Direction | Lower is better | | Results loaded | 7 of 7 | | 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 - [WER](): Lower is better; unit: PERCENT. ## Recorded results | Method | WER | Result date | Report paper | | --- | --- | --- | --- | | BIT | 1.76 | Not recorded | 692d20e5d6b0dd3342931455 | | RNN | 3.09 | Not recorded | 692d20e5d6b0dd3342931455 | | BIT | 4.06 | Not recorded | 692d20e5d6b0dd3342931455 | | RNN | 4.42 | Not recorded | 692d20e5d6b0dd3342931455 | | RNN | 6.67 | Not recorded | 692d20e5d6b0dd3342931455 | | BIT | 7.76 | Not recorded | 692d20e5d6b0dd3342931455 | | BIT | 11.06 | Not recorded | 692d20e5d6b0dd3342931455 | ### BIT WER: 1.76. Result ID: 69a7f0a56dbb7075b94cd6bb. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Decoding framework":"Cascaded","Ensemble":"true"}. This record does not assert independent reproduction. ### RNN WER: 3.09. Result ID: 69a7f0a56dbb7075b94cd6ba. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Decoding framework":"Cascaded","Ensemble":"true"}. This record does not assert independent reproduction. ### BIT WER: 4.06. Result ID: 69a7f0a56dbb7075b94cd6b8. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Decoding framework":"Cascaded","Ensemble":"false"}. This record does not assert independent reproduction. ### RNN WER: 4.42. Result ID: 69a7f0a56dbb7075b94cd6b9. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Decoding framework":"Cascaded","Test-time augmentation (TTA)":"true","Ensemble":"Pseudo-Ensemble"}. This record does not assert independent reproduction. ### RNN WER: 6.67. Result ID: 69a7f0a56dbb7075b94cd6b7. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Decoding framework":"Cascaded","Ensemble":"false"}. This record does not assert independent reproduction. ### BIT WER: 7.76. Result ID: 69a7f0a56dbb7075b94cd6b6. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Decoding framework":"End-to-End","Ensemble":"true"}. This record does not assert independent reproduction. ### BIT WER: 11.06. Result ID: 69a7f0a56dbb7075b94cd6b5. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Decoding framework":"End-to-End","Ensemble":"false"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.