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Benchmarks
Cell type classification on VISp cell_types_25
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90.1
F1 Score
Block HSIC Lasso
47.564
58.607
69.65
80.693
Dec 19, 2025
F1 Score
Accuracy
AUROC
AUPRC
Updated 4d ago
Evaluation Results
Method
Method
Links
F1 Score
Accuracy
AUROC
AUPRC
Block HSIC Lasso
number_of_selected_gen...
2025.12
90.1
88.3
99.9
93.9
YOTO
number_of_selected_gen...
2025.12
90.1
88.7
91.9
94.5
PERSIST
number_of_selected_gen...
2025.12
89
95.6
99.8
92.9
mRMR-rf
number_of_selected_gen...
2025.12
88
86.8
99.9
92.7
mRMR-f
number_of_selected_gen...
2025.12
81.1
82.7
99.6
87.2
Seurat
number_of_selected_gen...
2025.12
66.2
65.9
98.7
72.7
Seurat v3
number_of_selected_gen...
2025.12
49.2
52.6
95.2
55.7
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