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Benchmarks
Stage classification on Robust cells V2 (test)
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56.7
Balanced Accuracy
Raw baseline
-1.36944
13.70628
28.782
43.85772
Mar 10, 2026
Balanced Accuracy
Macro F1 Score
Mean Difference
Wilcoxon BH q-value
AUROC
Updated 2mo ago
Evaluation Results
Method
Method
Links
Balanced Accuracy
Macro F1 Score
Mean Difference
Wilcoxon BH q-value
AUROC
Raw baseline
evaluation_mode=donor-...
2026.03
56.7
-
0.0148
1.8
-
H65 cell head
evaluation_mode=donor-...
2026.03
55.2
21.6
-
-
-
PCA-10 baseline
evaluation_mode=donor-...
2026.03
0.871
-
0.0075
1
-
H65 cell head
evaluation_mode=donor-...
2026.03
0.864
-
-
-
0.951
Palantir baseline
evaluation_mode=donor-...
2026.03
-
24.2
0.0254
1.3
-
H65 hybrid conservative
evaluation_mode=donor-...
2026.03
-
-
-0.0014
7.1
0.949
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