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Dataset Addition on CIFAR10 embedding
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0.41
DA Score
Random
0.0772
0.1636
0.25
0.3364
Dec 22, 2025
DA Score
Updated 4d ago
Evaluation Results
Method
Method
Links
DA Score
Random
Ratio=15%
2025.12
0.41
LOO
Ratio=15%
2025.12
0.32
Random
Ratio=5%
2025.12
0.25
DataShapley
Ratio=15%
2025.12
0.18
LOO
Ratio=5%
2025.12
0.15
KNN-Shapley
Ratio=15%
2025.12
0.15
DU-Shapley
Ratio=15%
2025.12
0.14
KNN-Shapley
Ratio=5%
2025.12
0.13
DataShapley
Ratio=5%
2025.12
0.12
HCDV
Ratio=15%
2025.12
0.12
DU-Shapley
Ratio=5%
2025.12
0.11
HCDV
Ratio=5%
2025.12
0.09
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