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Benchmarks
Attribute Reconstruction on Adult 10k
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71.8
Income R^tr_adv Accuracy
mlp
49.128
55.014
60.9
66.786
Jun 6, 2026
Income R^tr_adv Accuracy
Income Delta
Sex R^tr_adv Accuracy
Sex Delta
Updated 1mo ago
Evaluation Results
Method
Method
Links
Income R^tr_adv Accuracy
Income Delta
Sex R^tr_adv Accuracy
Sex Delta
mlp
2026.06
71.8
2.8
80.6
1.3
CoBP-RA
2026.06
70.5
3.8
80.2
3.4
Random Forest
2026.06
69.6
4.1
80.4
3.3
KNN
2026.06
69.5
4.6
75.2
4
Linear Program
2026.06
67.9
2.4
76.1
2.3
TabPFN
2026.06
61.8
0.2
73.4
0
Random
2026.06
50
0
50
0
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