Classification on EEG
87.76AccuracyInstructTime++
Evaluation results
| Method | Links | ||
|---|---|---|---|
| InstructTime++Variant=Adapt2026.01 | 87.76 | 67.35 | |
| InstructTimeVariant=Adapt2026.01 | 84.52 | 62.4 | |
| FormerTime2026.01 | 83.56 | 58.28 | |
| MiniROCKET2026.01 | 83.18 | 56.38 | |
| InstructTime++Variant=Universal2026.01 | 83.11 | 56.8 | |
| TimeMAE2026.01 | 82.48 | 58.65 | |
| MCDCNN2026.01 | 81.02 | 53.95 | |
| Patch Transformer2026.01 | 80.76 | 54.6 | |
| InstructTimeVariant=Universal2026.01 | 80.67 | 50.07 | |
| Transformer2026.01 | 79.4 | 51.78 | |
| GPT-As-Classifier2026.01 | 76.89 | 49.29 | |
| TCN2026.01 | 75.25 | 39.27 | |
| TS-TCC2026.01 | 72.91 | 43.47 |