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Benchmarks
Cell type annotation on Myeloid
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66.07
Accuracy
GeneMamba
60.0588
61.6194
63.18
64.7406
Apr 22, 2025
Accuracy
Macro F1
Updated 4d ago
Evaluation Results
Method
Method
Links
Accuracy
Macro F1
GeneMamba
Epochs=100, Batch size...
2025.04
66.07
36.5
GeneMamba
Training Setup=Supervi...
2025.04
66.07
36.5
Seurat
Version=R v4.4.0, Redu...
2025.04
65.71
36.27
scFoundation
Training Setup=Supervi...
2025.04
64.46
36.46
GeneFormer
Training Setup=Supervi...
2025.04
64.45
36
scGPT
Training Setup=Supervi...
2025.04
63.41
35.62
scANVI
Tool=scvi-tools==1.1.0...
2025.04
63.32
34
HVG
Selected Genes=top 2,0...
2025.04
60.52
33.34
scVI
Tool=scvi-tools==1.1.0...
2025.04
60.29
33.3
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