Classification on EEG (Accuracy, AUROC, AUPRC)
85.56AccuracyPULSE
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| PULSEEvaluation Protocol=Linear Probe2025.11 | 85.56 | 96.17 | 73.82 | |
| DSVAEEvaluation Protocol=Linear Probe2025.11 | 84.25 | 95.42 | 72.25 | |
| TimeMAEEvaluation Protocol=Linear Probe2025.11 | 83.83 | 95.09 | 73.22 | |
| TS2VecEvaluation Protocol=Linear Probe2025.11 | 83.76 | 94.99 | 70.22 | |
| REBAREvaluation Protocol=Linear Probe2025.11 | 83.71 | 95.08 | 70.77 | |
| LFADSEvaluation Protocol=Linear Probe2025.11 | 82.43 | 94.49 | 68.55 | |
| PatchTSTEvaluation Protocol=Linear Probe2025.11 | 80.62 | 93.55 | 67.37 | |
| SimCLREvaluation Protocol=Linear Probe2025.11 | 66.38 | 85.45 | 50.95 |