Cognitive Load Classification on CL-Drive (K-Fold)
86.2AccuracyCogAdapt
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| CogAdaptScenario=C2026.05 | 86.2 | 86 | 94.5 | — | |
| CogAdaptScenario=B2026.05 | 83.3 | 83.1 | 91.9 | — | |
| CogAdaptScenario=A2026.05 | 82.3 | 82.1 | 90.6 | — | |
| ECG-LightCNN2026.05 | 81.3 | 80.8 | 88.7 | — | |
| Transformer2026.05 | 68.8 | 68 | 73.1 | — | |
| MambaGazeCross-validation strategy=K-fold2026.05 | 68.8 | — | — | 47 | |
| ResNetCross-validation strategy=K-fold2026.05 | 64.9 | — | — | 57.1 | |
| VGGCross-validation strategy=K-fold2026.05 | 64.2 | — | — | 59.7 |