Mental workload assessment leaderboard
Benchmark results for mental workload assessment from physiological signals.
Mental workload / stress
Dataset: wesad · Metric: Accuracy ↑
| Rank | Method | Accuracy |
|---|---|---|
| #1 | Cross-Modal Correlation Fusion for End-to-End EC | 0.9034 |
| #2 | TF-MambaNet | 0.81 |
Mental workload / stress
Dataset: wesad · Metric: AUROC ↑
| Rank | Method | AUROC |
|---|---|---|
| #1 | Cross-Modal Correlation Fusion for End-to-End EC | 0.9729 |
| #2 | Pulse-PPG | 0.9687 |
| #3 | Thapa wrist-PPG features | 0.965 |
| #4 | Quality-aware PPG+ACC | 0.956 |
| #5 | Calibrated photoplethysmography-derived heart ra | 0.85 |
| #6 | PaPaGei-S | 0.8043 |