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Feature Attribution on Synthetic benchmark softplus aggregator nonlinear f (test)
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0.365
MAE
Who&When
0.062
2.10725
4.1525
6.19775
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
Who&When
Seeds=5
2026.05
0.365
0.501
2.024
0.68
MAST
Seeds=5
2026.05
0.435
0.257
2.672
0.48
Aumann–Shapley path-integral attribution
Seeds=5
2026.05
4.13
1
2.39
1
Sampled Shapley
Seeds=5
2026.05
6.84
0.9998
7.05
0.96
Banzhaf
Seeds=5
2026.05
7.78
0.9998
2.6
0.96
LOO
Seeds=5
2026.05
7.94
0.981
4.02
0.88
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