Hallucination Mitigation
Benchmarks
DatasetSOTA methodMetricTrendResultsLast updated
95.2Accuracy
31
Feb 26, 2026
75CHAIR_S
24
Feb 26, 2026
33.21qAcc (Question Accuracy)
21
May 14, 2026
22.1HSR
15
Feb 26, 2026
4.25AC
14
Feb 26, 2026
92.5Faithfulness Score
12
Jun 16, 2026
98.4Faithfulness
12
Jun 16, 2026
99Faith
12
Jun 16, 2026
52.1F1 Score
12
Feb 26, 2026
195Existence Score
12
Feb 26, 2026
88.2ACC
10
Feb 26, 2026
64.56Accuracy
10
Feb 26, 2026
5.36SPI
9
Apr 14, 2026
61.8Exact Match (EM)
8
Jun 4, 2026
0.081Hallucination Rate
8
Apr 21, 2026
0.261Hallucination rate
8
Apr 21, 2026
0.7Hallucination Rate
8
Apr 21, 2026
11.7Hallucination Rate
8
Apr 21, 2026
0.2Hallucination Rate
8
Apr 21, 2026
95.98HR (%)
6
Jun 8, 2026
32.7Hallucination Rate
6
Apr 7, 2026
26.78CHAIRi Score
4
Mar 12, 2026