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Benchmarks
Data Valuation on UCI Adult (train)
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0.25
p1
HCDV
0.1772
0.1961
0.215
0.2339
Dec 22, 2025
p1
p2
p3
p4
p5
Rho
Gini
Time (min)
Updated 1mo ago
Evaluation Results
Method
Method
Links
p1
p2
p3
p4
p5
Rho
Gini
Time (min)
HCDV
Downstream model=Logis...
2025.12
0.25
0.27
0.15
0.21
0.22
0.94
0.11
3.8
MCDS
Downstream model=Logis...
2025.12
0.23
0.26
0.16
0.18
0.17
0.89
0.16
32.5
GS-Shapley
Downstream model=Logis...
2025.12
0.22
0.24
0.17
0.19
0.18
0.77
0.14
6.4
Equal Split
Downstream model=Logis...
2025.12
0.2
0.2
0.2
0.2
0.2
0
0
0.1
Random
Downstream model=Logis...
2025.12
0.18
0.21
0.23
0.19
0.19
0.12
0.08
0.1
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