Table 9 Metrics for each pathology type (YOLOv10l-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

0.572

0.509

0.526

0.303

0.572

0.473

0.478

0.267

ML

3

23

0.793

0.696

0.803

0.406

0.833

0.651

0.763

0.463

DD

148

1001

0.537

0.461

0.486

0.333

0.541

0.437

0.465

0.297

CR

59

144

0.482

0.479

0.471

0.261

0.453

0.438

0.406

0.146

SS

137

746

0.538

0.521

0.52

0.358

0.544

0.511

0.516

0.336

BI

20

49

0.511

0.388

0.352

0.157

0.487

0.327

0.241

0.0929

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