Table 4.
Recognition accuracies (%) of different evaluation protocols on CSL-HDEMG (27 gestures) and CapgMyo (8 gestures for DB-b and 12 gestures for DB-c). The numbers are majority voted results using entire trial for CSL-HDEMG and 150 ms window (i.e., 150 frames) for CapgMyo, respectively. Per-frame accuracies are shown in parentheses.
| CSL-HDEMG | CapgMyo DB-b | CapgMyo DB-c | |
|---|---|---|---|
| Intra-session | 96.8 (55.8) | 98.6 (85.6) | 99.2 (84.6) |
| Inter-session without adaptation | 62.7 (29.3) | 47.9 (35.0) | |
| Inter-session with adaptation | 82.3 (35.4) | 63.3 (41.2) | |
| Inter-subject without adaptation | 39.0 (31.4) | 26.3 (18.9) | |
| Inter-subject with adaptation | 55.3 (35.1) | 35.1 (21.2) |