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Benchmarks
EEG Emotion Recognition on DREAMER
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97.96
Accuracy
ARCNN
62.0176
71.3488
80.68
90.0112
Sep 11, 2024
Dec 29, 2024
Apr 18, 2025
Aug 6, 2025
Nov 23, 2025
Mar 13, 2026
Jul 1, 2026
Accuracy
Updated 18d ago
Evaluation Results
Method
Method
Links
Accuracy
ARCNN
Technique=Dynamic, Mod...
2026.07
97.96
PRISM
Technique=Dynamic, Mod...
2026.07
96.93
MS-iMamba
Input=Raw, Channels=4
2024.09
94.94
V-IAG
Input=PSD, Channels=All
2024.09
92.96
CRAM
Input=Raw, Channels=All
2024.09
92.65
IAG
Input=PSD, Channels=All
2024.09
90.89
PRISM
Technique=Semi-supervi...
2026.07
88.85
CGRU-MDGN
Technique=Graph, Mode=...
2026.07
85.39
DGCNN
Input=PSD, Channels=All
2024.09
85.39
miMamba
Technique=Static, Mode...
2026.07
84.47
TSF
Technique=Self-supervi...
2026.07
70.34
DSSN
Technique=Dynamic Stre...
2026.07
63.4
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