|
Class
|
AUC-PR
|
|---|
|
VGG16
|
InceptionV3
|
ResNet50V2
|
Xception
|
|---|
|
Alexandrium tamarense
|
0.97
|
0.85
|
0.96
|
0.98
|
|
Ceratium fusus
|
0.88
|
0.55
|
0.78
|
0.89
|
|
Ceratium lineatuma
|
0.76
|
0.60
|
0.76
|
0.91
|
|
Ceratium longpipes
|
0.97
|
0.93
|
0.98
|
0.99
|
|
Ceratium sp.
|
0.79
|
0.59
|
0.85
|
0.92
|
|
Chaetoceros socialis
|
0.98
|
0.96
|
0.99
|
0.99
|
|
Chaetoceros straight
|
0.80
|
0.61
|
0.77
|
0.84
|
|
Chaetoceros sp.
|
0.93
|
0.83
|
0.96
|
0.98
|
|
Crustaceana
|
0.56
|
0.30
|
0.84
|
0.86
|
|
Dictyocha speculum
|
0.98
|
0.88
|
0.97
|
0.99
|
|
Melosira octagona
|
0.98
|
0.92
|
0.97
|
0.98
|
|
Noise
|
0.96
|
0.87
|
0.94
|
0.98
|
|
Parvicorbicula socialisa
|
0.01
|
0.01
|
0.01
|
0.01
|
|
Prorocentrum micansa
|
0.19
|
0.21
|
0.20
|
0.16
|
|
Pseudo-nitchzia arcticaa
|
0.02
|
0.01
|
0.03
|
0.03
|
|
Rhizosoenia setigera
|
0.05
|
0.04
|
0.04
|
0.04
|
|
Rods
|
0.19
|
0.13
|
0.14
|
0.14
|
|
Skeletonema costatum
|
0.06
|
0.07
|
0.05
|
0.06
|
|
Tintinnida
|
0.01
|
0.01
|
0.01
|
0.02
|
- aIndicate rare classes with < 25 examples in the training set
