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Benchmarks
Depression Detection on MODMA (5-fold cross-val)
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86.4
Macro F1
TRI-DEP (Weighted Averaging)
48.544
58.372
68.2
78.028
Oct 16, 2025
Macro F1
Updated 25d ago
Evaluation Results
Method
Method
Links
Macro F1
TRI-DEP (Weighted Averaging)
Modalities=EEG + Speec...
2025.10
86.4
TRI-DEP (Bayesian Fusion)
Modalities=EEG + Speec...
2025.10
86.4
Bayesian Fusion
Modalities=Speech + Te...
2025.10
86.3
Weighted Averaging
Modalities=Speech + Te...
2025.10
83.9
Weighted Averaging
Modalities=EEG + Speec...
2025.10
80.9
Bayesian Fusion
Modalities=EEG + Speec...
2025.10
80.9
Majority Voting
Modalities=Speech + Text
2025.10
80.9
Majority Voting
Modalities=EEG + Speec...
2025.10
80
Weighted Averaging
Modalities=EEG + Text,...
2025.10
78.6
Bayesian Fusion
Modalities=EEG + Text,...
2025.10
78.4
DenseNet-121
Fusion Strategy=Baselines
2025.10
58.6
ViT
Fusion Strategy=Baselines
2025.10
56
Majority Voting
Modalities=EEG + Speech
2025.10
55.7
Majority Voting
Modalities=EEG + Text
2025.10
50
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