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Cognitive Load Classification on CL-Drive (K-Fold)
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86.2
Accuracy
CogAdapt
63.32
69.26
75.2
81.14
May 21, 2026
Accuracy
F1 Score
AUC
F1 Score (Macro)
Updated 12d ago
Evaluation Results
Method
Method
Links
Accuracy
F1 Score
AUC
F1 Score (Macro)
CogAdapt
Scenario=C
2026.05
86.2
86
94.5
-
CogAdapt
Scenario=B
2026.05
83.3
83.1
91.9
-
CogAdapt
Scenario=A
2026.05
82.3
82.1
90.6
-
ECG-LightCNN
2026.05
81.3
80.8
88.7
-
Transformer
2026.05
68.8
68
73.1
-
MambaGaze
Cross-validation strat...
2026.05
68.8
-
-
47
ResNet
Cross-validation strat...
2026.05
64.9
-
-
57.1
VGG
Cross-validation strat...
2026.05
64.2
-
-
59.7
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