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Feature Attribution on Synthetic quadratic f with cross terms (test)
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0.571
MAE
MAST
0.45784
1.22167
1.9855
2.74933
May 12, 2026
MAE
Cosine Similarity
Efficiency Error
Top-k Tau
Updated 21d ago
Evaluation Results
Method
Method
Links
MAE
Cosine Similarity
Efficiency Error
Top-k Tau
MAST
aggregate=mean over fi...
2026.05
0.571
0.196
3.412
4
Who&When
aggregate=mean over fi...
2026.05
0.575
0.126
3.909
16
Sampled Shapley
aggregate=mean over fi...
2026.05
1.17
0.9996
9.76
100
Banzhaf
aggregate=mean over fi...
2026.05
1.19
0.9995
4.41
100
LOO
aggregate=mean over fi...
2026.05
1.7
0.956
8.51
96
Aumann–Shapley path-integral attribution
aggregate=mean over fi...
2026.05
3.4
1
4.12
100
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