Table 6 Detection performance of each fish species on the test set (RT-DETRv2 model).

From: SCSFish2025: a large dataset from South China sea for coral reef fish identification

 

balun

bodax

cepar

cepur

chaau

chakl

chrma

chrwe

ctecy

ctest

dastr

forfl

halho

mAP@50

0.850

0.217

0.468

0.830

0.991

0.068

0.931

0.828

0.217

0.267

0.940

0.915

0.914

mAP@[50: 95]

0.686

0.166

0.390

0.642

0.845

0.055

0.608

0.678

0.167

0.213

0.735

0.698

0.723

 

hemme

labdi

melvi

nasbr

nasli

parcr

parmu

parpl

scobi

sufbu

zanco

fish

mAP@50

0.844

0.830

0.904

0.691

0.635

0.993

0.969

0.941

0.953

0.935

0.941

0.647

mAP@[50: 95]

0.721

0.641

0.825

0.376

0.487

0.878

0.704

0.624

0.756

0.737

0.785

0.406

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