WESAD
Benchmarks
TaskDatasetSOTA resultTrendResults
WESAD
77Accuracy
22
WESAD (test)
82.96Accuracy
17
WESAD
0.989F1 Score
14
WESAD All wrist
97.72F1 Score
12
WESAD (subject-independent)
0.031Chebyshev Distance
11
WESAD subject-independent (test)
0.031Chebyshev Distance
11
WESAD
74.81AUROC
11
WESAD (LOSO)
96.23Accuracy
10
WESAD 10-shot
81.8Accuracy
10
WESAD 5-shot
78.4Accuracy
10
WESAD 3-shot
77.9Accuracy
10
WESAD ECG-based
85.9F1 Score
8
WESAD All chest
85.76F1 Score
7
WESAD (Leave-one-participant-out (LOPO))
66Balanced Acc
7
WESAD Time-Aware (TA)
64Balanced Accuracy
7
WESAD
30.04mAP
6
WESAD
76.18Accuracy
6
WESAD ECG (Old) → PPG (New) (test)
49.57BAcc
6
WESAD ECG -> PPG (test)
49.57Balanced Accuracy
6
WESAD
99.5Precision
5
WESAD
68.2Sensitivity (Sns)
5
WESAD 10-shot
4.33Training Time (mins)
5
WESAD 5-shot
2.48Training Time (mins)
5
WESAD 3-shot
1.49Training Time (mins)
5
WESAD 10-shot
77.52GPU Utilization
5