Attribution Faithfulness
Benchmarks
DatasetSOTA methodMetricTrendResultsLast updated
10.8Soft-NC Score
40
Apr 16, 2026
68.12Deletion Score
40
Mar 17, 2026
81.7Insertion AUC
34
May 20, 2026
51.77Deletion Score
30
Apr 27, 2026
0.144Faithfulness Correlation
24
Apr 27, 2026
5.21Deletion
22
May 20, 2026
41.7Faithfulness Score
18
Feb 26, 2026
0.595Faithfulness Score
18
Feb 26, 2026
1.41Infidelity
15
Mar 18, 2026
1.02Infidelity
15
Mar 18, 2026
1.14Infidelity
15
Mar 18, 2026
0.379Deletion Score
12
May 20, 2026
0.061Deletion Score
12
Feb 26, 2026
0.13Deletion Score
12
Feb 26, 2026
10.54Deletion Score
12
Feb 26, 2026
0.389Deletion Score
11
May 20, 2026
0.224Deletion Score
10
May 20, 2026
87.6Insertion
9
May 8, 2026
57.11DiffID
8
Jun 23, 2026
0.457Faithfulness Score
6
Feb 26, 2026
76.2Insertion AUC
4
May 1, 2026
0.941LIF
4
Mar 4, 2026
0.931LIF
4
Mar 4, 2026
0.548LIF
4
Mar 4, 2026