# BCI Classification on BCI IV-2a (Real non-synthetic evaluation) Source: [BCI Classification on BCI IV-2a (Real non-synthetic evaluation)]() Collection index: [llms.txt]() Data updated: 2026-06-09T09:03:44.605Z Evaluation of BCI Classification performance on the real, non-synthetic evaluation split of the BCI IV-2a dataset, reporting Accuracy, ∆ vs raw/raw, and BH-FDR q. 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 | BCI Classification | | Dataset (including any stated split) | BCI IV-2a Real non-synthetic (evaluation) | | Metric | Accuracy | | Unit | PERCENT | | Direction | Higher is better | | Results loaded | 6 of 6 | | 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. - [Delta vs raw/raw](): Lower is better; unit: SCALAR. - [BH-FDR q-value](): Lower is better; unit: SCALAR. ## Recorded results | Method | Accuracy | Result date | Report paper | | --- | --- | --- | --- | | raw/raw | 64.3 | Not recorded | 6a279e2490966ade919bf7a7 | | DSConv U-Net | 59.7 | Not recorded | 6a279e2490966ade919bf7a7 | | DSConv U-Net | 59.4 | Not recorded | 6a279e2490966ade919bf7a7 | | DSConv U-Net | 59.3 | Not recorded | 6a279e2490966ade919bf7a7 | | DSConv U-Net | 58.3 | Not recorded | 6a279e2490966ade919bf7a7 | | DSConv U-Net | 54.4 | Not recorded | 6a279e2490966ade919bf7a7 | ### raw/raw Accuracy: 64.3. Result ID: 6a27d6d9fbc373592c24c3ff. [Reporting paper]() Recorded evaluation configuration: {"Condition":"raw/raw","Width":"–"}. This record does not assert independent reproduction. ### DSConv U-Net Accuracy: 59.7. Result ID: 6a27d6d9fbc373592c24c403. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Condition":"denoised/denoised","Width":"base8"}. This record does not assert independent reproduction. ### DSConv U-Net Accuracy: 59.4. Result ID: 6a27d6d9fbc373592c24c404. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Condition":"denoised/denoised","Width":"base16"}. This record does not assert independent reproduction. ### DSConv U-Net Accuracy: 59.3. Result ID: 6a27d6d9fbc373592c24c402. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Condition":"denoised/denoised","Width":"base6"}. This record does not assert independent reproduction. ### DSConv U-Net Accuracy: 58.3. Result ID: 6a27d6d9fbc373592c24c401. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Condition":"denoised/denoised","Width":"base4"}. This record does not assert independent reproduction. ### DSConv U-Net Accuracy: 54.4. Result ID: 6a27d6d9fbc373592c24c400. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Condition":"denoised/denoised","Width":"base2"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.