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Benchmarks
Cell type annotation on Myeloid_b
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96.03
Accuracy
GeneMamba
89.0204
90.8402
92.66
94.4798
Apr 22, 2025
Accuracy
Macro-F1
Updated 4d ago
Evaluation Results
Method
Method
Links
Accuracy
Macro-F1
GeneMamba
Epochs=100, Batch size...
2025.04
96.03
92.35
GeneMamba
Training Setup=Supervi...
2025.04
96.03
92.35
scFoundation
Training Setup=Supervi...
2025.04
95.74
95.69
GeneFormer
Training Setup=Supervi...
2025.04
95.4
93.8
scGPT
Training Setup=Supervi...
2025.04
94.21
94.34
scANVI
Tool=scvi-tools==1.1.0...
2025.04
92.31
91.47
Seurat
Version=R v4.4.0, Redu...
2025.04
90.18
89.3
HVG
Selected Genes=top 2,0...
2025.04
89.42
88.25
scVI
Tool=scvi-tools==1.1.0...
2025.04
89.29
87.8
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