Explainability
Benchmarks
DatasetSOTA methodMetricTrendResultsLast updated
72.67Insertion
104
Feb 26, 2026
62.31Token-F1
14
Feb 26, 2026
5.115Faithfulness (KL distance)
12
Mar 4, 2026
3.143Faithfulness (KL distance)
12
Mar 4, 2026
0.006Faithfulness (KL distance)
12
Mar 4, 2026
1.799Faithfulness (KL distance)
12
Mar 4, 2026
0.258Faithfulness (KL distance)
12
Mar 4, 2026
0.03Faithfulness (KL)
12
Mar 4, 2026
1.634Infidelity
11
May 8, 2026
1.139Faithfulness (KL distance)
11
Mar 4, 2026
0.01Faithfulness (KL distance)
11
Mar 4, 2026
24µFidelity (Uniform)
10
Feb 26, 2026
0.101Fidelity (Uniform)
10
Feb 26, 2026
0.215Fidelity (Uniform)
10
Feb 26, 2026
0.72D-AOPC
8
Jun 15, 2026
57.5Deletion Score (Drop)
5
May 13, 2026
49.872Avg Increase
4
Mar 20, 2026
0.498Kendall's Tau
3
Feb 26, 2026