Failure attribution
Benchmarks
DatasetSOTA methodMetricTrendResultsLast updated
60.79Agent Accuracy
22
May 26, 2026
22.99Accuracy (%)
15
Jun 4, 2026
42.86Accuracy (Who&When Alg)
15
Jun 4, 2026
36.22Step-level Accuracy
13
Mar 24, 2026
41.38Step-level Accuracy
13
Mar 24, 2026
42.86Step-level Accuracy
13
Mar 24, 2026
38.71Agent Attribution Accuracy
6
Mar 19, 2026
26.47Agent Attribution Accuracy
6
Mar 19, 2026
54.33Agent Attribution Accuracy
6
Mar 19, 2026
54.38ETA
4
May 28, 2026
11.67ETA
4
May 28, 2026
70ETA
4
May 28, 2026
87.5ETA
4
May 28, 2026
7.5ETA
4
May 28, 2026
81.2Agent Accuracy
2
Feb 26, 2026
75.9Agent Accuracy
2
Feb 26, 2026