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Benchmarks
Cell type classification (Subclass) on Bugeon
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61.01
Macro F1
NuCLR
12.9724
25.4437
37.915
50.3863
Dec 1, 2025
Macro F1
Updated 4d ago
Evaluation Results
Method
Method
Links
Macro F1
NuCLR
# Classes=5, Setting=T...
2025.12
61.01
NeuPRINT
# Classes=5, Setting=T...
2025.12
49.52
NuCLR
Setting=Transductive,...
2025.12
40.56
NuCLR
# Classes=5, Setting=T...
2025.12
40.14
NuCLR
# Classes=5, Setting=I...
2025.12
39.38
NeuPRINT
# Classes=5, Setting=T...
2025.12
35.29
LOLCAT
# Classes=5, Setting=T...
2025.12
29
NeuPRINT
Setting=Transductive,...
2025.12
27.48
LOLCAT
# Classes=5, Setting=I...
2025.12
24.18
NuCLR
Setting=Transductive z...
2025.12
23.33
NuCLR
Setting=Inductive zero...
2025.12
19.9
NeuPRINT
Setting=Transductive z...
2025.12
18.25
LOLCAT
Setting=Transductive,...
2025.12
15.59
LOLCAT
Setting=Inductive zero...
2025.12
14.82
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