Table 5 Metrics for each pathology type (YOLOv8l-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

0.53

0.516

0.486

0.274

0.504

0.484

0.459

0.25

ML

3

23

0.765

0.706

0.756

0.425

0.764

0.696

0.756

0.472

DD

148

1001

0.406

0.536

0.431

0.288

0.403

0.521

0.416

0.261

CR

59

144

0.57

0.479

0.465

0.232

0.555

0.458

0.425

0.17

SS

137

746

0.499

0.489

0.485

0.319

0.498

0.479

0.47

0.287

BI

20

49

0.408

0.367

0.291

0.105

0.301

0.265

0.228

0.061

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