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Single white blood cell classification on Matek 2019 (test)
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87.5
Accuracy
AAE-DA
37.476
50.463
63.45
76.437
Jul 1, 2022
Accuracy
Updated 3mo ago
Evaluation Results
Method
Method
Links
Accuracy
AAE-DA
Trained on=Matek-19
2022.07
87.5
AE-RF
Trained on=Matek-19
2022.07
86
AE-CFE
Trained on=Matek-19
2022.07
83.7
AE-CFE
Trained on=INT-20
2022.07
73.2
AAE-DA
Trained on=INT-20
2022.07
63.9
ResNet-RF
Trained on=Matek-19, B...
2022.07
62.5
R-CNN-RF
Trained on=Matek-19, S...
2022.07
60.5
AE-RF
Trained on=INT-20
2022.07
47.2
AE-CFE
Trained on=Acevedo-20
2022.07
45.1
AE-RF
Trained on=Acevedo-20
2022.07
39.5
AAE-DA
Trained on=Acevedo-20
2022.07
39.4
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