Seizure Detection on CHB-MIT Scalp EEG
99RecallConvMambaNet
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| ConvMambaNetarchitecture=hybrid ConvMambaNet with Mamba SSM Block2026.01 | 99 | 99 | 99 | 97 | 99 | |
| SGSTAN2026.01 | 97 | — | 97 | — | 98 | |
| Single-Channel DL2026.01 | 97 | — | — | — | — | |
| SOUL Online2026.01 | 97 | — | — | — | 95 | |
| Transformerstatus=baseline variant2026.01 | 95 | 98 | 97 | 95 | 94 | |
| SlimSeizNet2026.01 | 95 | — | — | — | 94 | |
| Spiking Conformer2026.01 | 94 | — | — | — | 97 | |
| CNNstatus=baseline variant2026.01 | 93 | 96 | 94 | 92 | 96 | |
| CNN-BiGRU2026.01 | 93 | — | — | — | 98 | |
| RNNstatus=baseline variant2026.01 | 90 | 94 | 92 | 89 | 92 | |
| DLBSP2026.01 | 90 | — | — | — | — | |
| EEGMamba2026.01 | — | — | 79 | 91 | 97 | |
| Self-Supervised Transformer2026.01 | — | — | 59 | — | 80 |