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Benchmarks
Mixture-proportion estimation on DLBCL flow-cytometry raw (two manual-gated cell populations)
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1.39
Relative Frobenius Error
BBE
0.6196
5.8198
11.02
16.2202
Jun 6, 2026
Relative Frobenius Error
Vertex Recovery Rate
Updated 1mo ago
Evaluation Results
Method
Method
Links
Relative Frobenius Error
Vertex Recovery Rate
BBE
Shift rho=0.70
2026.06
1.39
-
BBE
Shift rho=0.60
2026.06
1.48
-
KM2
Shift rho=0.60
2026.06
2.87
-
KM2
Shift rho=0.50
2026.06
2.91
-
BBE
Shift rho=0.50
2026.06
3.1
-
BBE
Shift rho=0.40
2026.06
3.14
-
KM2
Shift rho=0.70
2026.06
3.19
-
KM2
Shift rho=0.40
2026.06
3.7
-
PM-MMD
Shift rho=0.70
2026.06
3.92
10
PM-MMD
Shift rho=0.60
2026.06
5.22
10
DEDPUL
Shift rho=0.70
2026.06
5.23
-
PM-MMD
Shift rho=0.50
2026.06
6.23
10
DEDPUL
Shift rho=0.60
2026.06
7.5
-
DEDPUL
Shift rho=0.50
2026.06
8.68
-
DEDPUL
Shift rho=0.40
2026.06
11.21
-
PM-MMD
Shift rho=0.40
2026.06
20.65
9
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