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Brain Decoding on SleepEDF
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72.98
Balanced Accuracy
UniMind
54.4576
59.2663
64.075
68.8837
Jun 23, 2025
Balanced Accuracy
Weighted F1
Updated 22d ago
Evaluation Results
Method
Method
Links
Balanced Accuracy
Weighted F1
UniMind
Task Setting=Multi-task
2025.06
72.98
88.23
LaBraM
Task Setting=Single-task
2025.06
68.96
87.3
ContraWR
Task Setting=Single-task
2025.06
67.05
66.92
FFCL
Task Setting=Single-task
2025.06
65.66
64.79
BIOT
Task Setting=Single-task
2025.06
64.95
60.91
CNN-Trans
Task Setting=Single-task
2025.06
60.29
58.96
SPaRCNet
Task Setting=Single-task
2025.06
60.16
58.61
NeuroLM
Task Setting=Multi-task
2025.06
56.4
54.02
ST-Trans
Task Setting=Single-task
2025.06
55.17
53.18
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