ORB+RF | ORB+NB | |||||||||||
---|---|---|---|---|---|---|---|---|---|---|---|---|
Data set | Labels | F1 (%) | Precision (%) | Recall (%) | Accuracy (%) | Data set | Labels | F1 (%) | Precision (%) | Recall (%) | Accuracy (%) | |
L498 | Human | 80.66 | 80.50 | 81.54 | 80.72 | L498 | Human | 82.09 | 82.71 | 81.39 | 82.18 | |
DIALS | 80.99 | 80.79 | 81.73 | 80.81 | DIALS | 82.45 | 82.91 | 81.68 | 82.33 | |||
ORB | 80.59 | 80.19 | 81.0 | 80.5 | ORB | 81.81 | 82.65 | 81.0 | 82.0 | |||
LO19 | Human | 82.94 | 84.39 | 80.12 | 82.73 | LO19 | Human | 81.36 | 82.65 | 80.17 | 81.83 | |
DIALS | 83.12 | 84.78 | 80.42 | 82.84 | DIALS | 81.88 | 82.92 | 80.18 | 81.91 | |||
ORB | 82.05 | 84.21 | 80.0 | 82.5 | ORB | 81.21 | 82.47 | 80.0 | 81.5 | |||
LN84 | Human | 88.93 | 90.55 | 87.52 | 89.51 | LN84 | Human | 89.77 | 89.71 | 90.00 | 90.04 | |
DIALS | 89.38 | 90.87 | 87.47 | 89.57 | DIALS | 89.91 | 89.72 | 90.00 | 90.11 | |||
ORB | 88.77 | 90.62 | 87.0 | 89.0 | ORB | 89.55 | 89.10 | 90.0 | 89.5 | |||
LN83 | Human | 92.18 | 92.53 | 92.42 | 92.12 | LN83 | Human | 83.18 | 88.72 | 77.71 | 82.97 | |
DIALS | 92.40 | 92.84 | 92.73 | 92.50 | DIALS | 83.41 | 88.97 | 77.92 | 83.06 | |||
ORB | 92.0 | 92.0 | 92.0 | 92.0 | ORB | 82.52 | 88.54 | 77.27 | 82.85 | |||
DiffraNet | Simulated | 94.58 | 93.20 | 96.00 | 94.50 | DiffraNet | Simulated | 92.07 | 91.17 | 93.00 | 92.00 |