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Benchmarks
Cell Type Discrimination on Tabula Sapiens Large-cell Robust-V2 (pooled donor-holdout)
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0.867
CD4/CD8 AUROC
H65 cell head
0.74532
0.77691
0.8085
0.84009
Mar 10, 2026
CD4/CD8 AUROC
Mono/Macro AUROC
Updated 2mo ago
Evaluation Results
Method
Method
Links
CD4/CD8 AUROC
Mono/Macro AUROC
H65 cell head
Dimension=10D
2026.03
0.867
0.951
H65 hybrid conservative
Dimension=10D
2026.03
0.858
0.949
scVI-10D baseline
Dimension=10D
2026.03
0.849
0.916
PCA-10 baseline
Dimension=10
2026.03
0.842
0.944
SVD-10 baseline
Dimension=10
2026.03
0.842
0.936
Raw baseline
Input=1200 log1p
2026.03
0.805
0.833
H65 anchor head
Dimension=10D
2026.03
0.803
0.934
Scanpy-DPT baseline
2026.03
0.793
0.947
CellTypist stage-probability baseline
2026.03
0.785
0.855
Palantir baseline
2026.03
0.75
0.946
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