BNCI
Benchmarks
TaskDatasetSOTA resultTrendResults
BNCI2014002
80.88Benign Accuracy
42
BNCI 2014001
69.59Benign Accuracy
42
BNCI2014001 cross-subject
79.91Accuracy
26
BNCI2015001 (inter-subject)
77Balanced Accuracy
11
BNCI2015001 (inter-session)
85.8Balanced Acc
11
BNCI2014001 (inter-subject)
51.6Balanced Accuracy
11
BNCI2014001 (inter-session)
71.3Balanced Accuracy
11
BNCI2014 Subject
37.29Accuracy
7
BNCI Session 2014
61.21Accuracy
7
BNCI Subject 2014
88.57Accuracy
7
BNCI Session 2014
89.65Accuracy
7
BNCI ErrP
84.4AUROC
6
BNCI 2014
90.9F1 Detection
4
BNCI Cross-Session A to B 2015_001 (Holdout)
82.58Accuracy
4
BNCI Session B 2015_001 (10-Fold CV)
85.58Accuracy
4
BNCI Session A 2015_001 (10-Fold CV)
83.25Accuracy
4
BNCI 2015-001
0.93Alpha Precision (α-P)
3
BNCI 2014-002
75alpha-P
3
BNCI 2015001
80.9bAcc
3
BNCI2014001
83.9Balanced Accuracy
2
BNCI 2015
84.3F1 Detection Score
2