Table 8 Metrics for each pathology type (YOLOv9e-seg)

From: Deep learning-driven pathology detection and analysis in historic masonry buildings of Suzhou

Class

Images

Instances

Box

Mask

Precision

Recall

mAP50

mAP50-95

Precision

Recall

mAP50

mAP50-95

all

174

1963

0.519

0.351

0.407

0.238

0.382

0.423

0.383

0.217

ML

3

23

0.794

0.217

0.563

0.294

0.819

0.394

0.599

0.34

DD

148

1001

0.461

0.46

0.433

0.304

0.316

0.59

0.415

0.27

CR

59

144

0.528

0.451

0.44

0.239

0.31

0.484

0.419

0.183

SS

137

746

0.579

0.383

0.454

0.306

0.415

0.504

0.444

0.282

BI

20

49

0.231

0.245

0.146

0.0452

0.0514

0.143

0.0403

0.0122

Back to article page