NinaPro
Benchmarks
TaskDatasetSOTA resultTrendResults
Ninapro DB4
70.05Accuracy
65
Ninapro DB2
77.86Accuracy
60
Ninapro DB4
71.29Accuracy
26
Ninapro DB7
79.78Accuracy
26
Ninapro DB2
75.61Accuracy
26
NinaPro DB2
93.42ACC (Exercise A)
11
Ninapro DB4 (Leave-One-Subject-Out (LOSO))
90.5Accuracy
10
NinaPro-DB2 to NinaPro-DB3 cross-dataset
48.26Recall
9
NinaPro DB2 (NP-user split)
67.08Recall
9
NinaPro-DB2 NP-rand
92.99Recall
9
NinaPro
6.60-1 Error Rate
8
NinaPro DB8 (session d3)
0.732R^2 (All, n=11)
7
NinaPro DB7 (Across subjects)
82.15Accuracy
6
NinaPro DB2 (Across subjects)
77.86Accuracy
5
NinaPro NAS-Bench-360
0.2Runtime (GPU hours)
4
NinaPro DB5 (subject-independent)
41.36Accuracy
3
NINAPRO DB4
94.7Accuracy
2