| Dataset Name | SOTA Method | Metric | Trend | ||
|---|---|---|---|---|---|
| CL-Drive (LOSO) | CogAdapt | Accuracy (LOSO)83.1 | 8 | 2mo ago | |
| CL-Drive (K-Fold) | CogAdapt | Accuracy86.2 | 8 | 2mo ago | |
| CLARE (LOSO) | MambaGaze | Accuracy76.8 | 8 | 2mo ago | |
| CLARE (K-Fold) | CogAdapt | Accuracy81.3 | 8 | 2mo ago | |
| MentalArithmetic (test) | CBraMod-MTDP | Accuracy (Baseline)77.43 | 6 | 4mo ago | |
| Driving Simulator Data | CNN-LSTM | Accuracy89.6 | 5 | 1mo ago | |
| Integrated Driving Simulator, fNIRS, and Eye-tracking dataset | CNN-LSTM | Accuracy99.82 | 5 | 1mo ago |
