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Benchmarks
Motor Imagery Classification on BCI Comp. 2a (4 Classes) IV
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64.72
Accuracy
EEGNeX SuLoRA
24.2536
34.7593
45.265
55.7707
Oct 9, 2025
Nov 1, 2025
Nov 25, 2025
Dec 19, 2025
Jan 11, 2026
Feb 4, 2026
Feb 28, 2026
Accuracy
Updated 1mo ago
Evaluation Results
Method
Method
Links
Accuracy
EEGNeX SuLoRA
Total # Params=134 884...
2025.10
64.72
EEGNeX Subject-Specific
Total # Params=55 972,...
2025.10
59.36
EEGNeX Subject-Agnostic
Total # Params=55 972,...
2025.10
55
PBT SuLoRA
Total # Params=1 480 6...
2025.10
54.51
EEGNex LoRA
Total # Params=81 124,...
2025.10
53.6
PRISM
Evaluation Protocol=FM...
2026.02
51
PBT Subject-Agnostic
Total # Params=867 460...
2025.10
50.82
PBT Subject-Specific
Total # Params=867 460...
2025.10
44.16
PRISM
Evaluation Protocol=EE...
2026.02
44
REVE
Evaluation Protocol=EE...
2026.02
41
LaBraM
Evaluation Protocol=FM...
2026.02
38
CBraMod
Evaluation Protocol=FM...
2026.02
35
REVE
Evaluation Protocol=FM...
2026.02
33
CBraMod
Evaluation Protocol=EE...
2026.02
31
LaBraM
Evaluation Protocol=EE...
2026.02
28
PBT LoRA
Total # Params=680 736...
2025.10
25.81
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