Study

Class Type

Methodology

No. of test images

AA

AP

AR

AIoU

(Fabel et al., 2022)

3 cloud layers

IP-SR*

154

0.8575

0.7791

0.7515

0.6222

(Fabel et al., 2022)

3 cloud layers

DC**

154

0.8522

0.7669

0.7427

0.6194

(Ye et al., 2019)

8 cloud types

fine-grained algorithm

500

0.7128

0.4275

0.4478

0.3406

Ours

4 cloud types + tree

U-net + Resnet18 (model b)

200

0.8564

0.7238

0.7283

0.6