Cognitive Load Classification on CLARE (K-Fold)
81.3AccuracyCogAdapt
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| CogAdaptScenario=C2026.05 | 81.3 | 78.5 | 89.8 | — | |
| ECG-LightCNN2026.05 | 77.4 | 72.6 | 83.2 | — | |
| CogAdaptScenario=B2026.05 | 76.2 | 73.6 | 85.7 | — | |
| CogAdaptScenario=A2026.05 | 74.2 | 71.7 | 84.3 | — | |
| MambaGazeCross-validation strategy=K-fold2026.05 | 73.3 | — | — | 54.4 | |
| Transformer2026.05 | 70.5 | 64.3 | 71.8 | — | |
| CNNCross-validation strategy=K-fold2026.05 | 66.9 | — | — | 56 | |
| TransformerCross-validation strategy=K-fold2026.05 | 60.4 | — | — | 50.8 |