| Dataset Name | SOTA Method | Metric | Trend | ||
|---|---|---|---|---|---|
| MAMEM-SSVEP-II | AttSymSpd-LE | Accuracy70.96 | 29 | 1mo ago | |
| BCIC-IV-2a | AttSymSpd-LE | Accuracy78.24 | 17 | 1mo ago | |
| BCI-NER | AttSymSpd-LE | Accuracy78.02 | 15 | 1mo ago | |
| Group-Mod (test) | Accuracy (%)93.7 | 4 | 1mo ago | ||
| APAVA | LuMamba-Tiny | AUROC95.5 | 3 | 1mo ago | |
| TDBrain | BioMamba | AUROC99.4 | 3 | 1mo ago |