ORB+MLP | ORB+SVM | |||||||||||
---|---|---|---|---|---|---|---|---|---|---|---|---|
Data set | Labels | F1 (%) | Precision (%) | Recall (%) | Accuracy (%) | Data set | Labels | F1 (%) | Precision (%) | Recall (%) | Accuracy (%) | |
L498 | Human | 90.26 | 89.16 | 88.27 | 90.12 | L498 | Human | 90.08 | 90.40 | 87.18 | 88.72 | |
DIALS | 90.43 | 89.59 | 89.69 | 90.83 | DIALS | 90.32 | 91.41 | 89.00 | 89.17 | |||
ORB | 89.42 | 88.54 | 87.52 | 89.71 | ORB | 89.12 | 90.36 | 86.00 | 88.50 | |||
LO19 | Human | 92.23 | 93.45 | 91.72 | 92.59 | LO19 | Human | 85.61 | 87.66 | 83.49 | 85.71 | |
DIALS | 92.65 | 93.97 | 91.88 | 92.82 | DIALS | 85.98 | 87.71 | 83.92 | 85.88 | |||
ORB | 91.91 | 92.85 | 91.00 | 92.00 | ORB | 85.12 | 87.36 | 83.00 | 85.50 | |||
LN84 | Human | 96.71 | 97.46 | 96.73 | 96.22 | LN84 | Human | 94.31 | 94.44 | 94.39 | 94.14 | |
DIALS | 96.78 | 97.36 | 96.49 | 96.97 | DIALS | 94.25 | 94.49 | 94.77 | 94.18 | |||
ORB | 96.48 | 96.96 | 96.0 | 96.5 | ORB | 93.53 | 93.06 | 94.0 | 93.5 | |||
LN83 | Human | 93.73 | 94.97 | 93.38 | 93.79 | LN83 | Human | 92.14 | 93.39 | 91.54 | 92.50 | |
DIALS | 95.11 | 94.96 | 92.77 | 94.38 | DIALS | 91.40 | 94.84 | 92.00 | 93.50 | |||
ORB | 93.40 | 94.84 | 92.00 | 93.50 | ORB | 91.83 | 93.75 | 90.00 | 92.00 | |||
DiffraNet | Simulated | 97.51 | 97.02 | 98.00 | 97.50 | DiffraNet | Simulated | 95.52 | 95.04 | 96.00 | 95.50 |