Feature Attribution
Benchmarks
DatasetSOTA methodMetricTrendResultsLast updated
0.12MAE
10
Jun 16, 2026
4.21MAE
10
Jun 16, 2026
0.05MAE
10
Jun 16, 2026
0.531AUC-Purity
10
Feb 26, 2026
0.497PG
9
May 14, 2026
0.27AUC-Comp
8
Feb 26, 2026
85SRG ∠ CS
7
Jun 11, 2026
100SRG ∠ CS
7
Jun 11, 2026
66.1Average Drop (AD)
7
May 18, 2026
28.5Average Drop (AD)
7
May 18, 2026
0.365MAE
6
May 13, 2026
0.571MAE
6
May 13, 2026
0.011Structure SATV
6
Mar 6, 2026
0.669Structure SATV
6
Mar 6, 2026
0.006Confidence Drop (%)
6
Feb 26, 2026
1.06Conf. Drop (%)
6
Feb 26, 2026
1.11Confidence Drop (%)
6
Feb 26, 2026
0.534Spearman Correlation
5
May 18, 2026
0.516Spearman Correlation
5
May 18, 2026
0.707Spearman Correlation
5
May 18, 2026
36.95Wrong Feature Percentage
3
May 1, 2026
1Backward Pass Complexity
2
May 8, 2026
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—Primary metric
0
Feb 26, 2026
—
—Primary metric
0
Feb 26, 2026