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Cognitive Load Classification on CL-Drive (LOSO)
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83.1
Accuracy (LOSO)
CogAdapt
60.22
66.16
72.1
78.04
May 21, 2026
Accuracy (LOSO)
F1 Score (LOSO)
AUC (LOSO)
F1 Score (Macro, LOSO)
Updated 12d ago
Evaluation Results
Method
Method
Links
Accuracy (LOSO)
F1 Score (LOSO)
AUC (LOSO)
F1 Score (Macro, LOSO)
CogAdapt
Scenario=C
2026.05
83.1
76.8
88.9
-
CogAdapt
Scenario=B
2026.05
77
70.4
81.1
-
MambaGaze
Cross-validation strat...
2026.05
73.1
-
-
47.8
ECG-LightCNN
2026.05
70
60.7
70.7
-
ResNet
Cross-validation strat...
2026.05
69
-
-
60.6
VGG
Cross-validation strat...
2026.05
68.5
-
-
62.8
CogAdapt
Scenario=A
2026.05
66.5
57.8
70.5
-
Transformer
2026.05
61.1
54.1
60.4
-
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