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Benchmarks
Stage Classification on Tabula Sapiens Large-cell Robust-V2 (pooled donor-holdout)
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56.7
Stage Balanced Accuracy
Raw baseline
38.604
43.302
48
52.698
Mar 10, 2026
Stage Balanced Accuracy
Stage Macro F1
Updated 2mo ago
Evaluation Results
Method
Method
Links
Stage Balanced Accuracy
Stage Macro F1
Raw baseline
Input=1200 log1p
2026.03
56.7
21.9
H65 cell head
Dimension=10D
2026.03
55.2
21.6
H65 hybrid conservative
Dimension=10D
2026.03
54.2
21.7
scVI-10D baseline
Dimension=10D
2026.03
51.2
20.5
PCA-10 baseline
Dimension=10
2026.03
50.3
19.4
SVD-10 baseline
Dimension=10
2026.03
49.9
19.2
H65 anchor head
Dimension=10D
2026.03
46.5
18.4
Scanpy-DPT baseline
2026.03
45.1
23.5
Palantir baseline
2026.03
42.3
24.2
CellTypist stage-probability baseline
2026.03
39.3
22.6
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