BCIC
Benchmarks
TaskDatasetSOTA resultTrendResults
BCIC 2a IV
64Balanced Accuracy
26
BCIC 3 2020
62.62Balanced Accuracy
20
BCIC-IV-2a
56.74Balanced Accuracy
18
BCIC IV-2A (test)
88.54Accuracy
18
BCIC-IV-2a
78.24Accuracy
17
BCIC-IV-2a
75.58Accuracy
13
BCIC IV-2a (test)
74.71Accuracy
13
BCIC-2A 4-class (online)
66.18Balanced Accuracy
12
BCIC-IV-2a 10-fold validation (test)
74.95Average Accuracy
12
BCIC-IV-2b
76.41Accuracy
12
BCIC 2a IV
61.79Accuracy
12
BCIC2020-3 5-Class (test)
63.15Balanced Accuracy
10
BCIC 5-Class 2020-T3 (test)
0.513Cohen's Kappa
10
BCIC-2B 9 subjects
80.51AUROC
10
BCIC-2A 9 subjects
50.66Weighted F1
10
BCIC-Speech
54.53B.Acc
9
BCIC-Upperlimb
54.83Balanced Accuracy
9
BCIC-IV-2a
63.81Balanced Accuracy
9
BCIC 2B IV
83.13B1 Score
9
BCIC-2A (LOSO)
59.11Balanced Accuracy
8
BCIC 3 2020
62.62Balanced Accuracy
7
BCIC-IV-2a (test)
59.81Balanced Accuracy
6
BCIC2020-3 (test)
62.53Balanced Accuracy
6
BCIC-IV-2a (subject-dependent (session-independent))
78.5Accuracy
5
BCIC-IV-2A (Subject-independent)
69.68Accuracy
5