Hallucination Evaluation
Benchmarks
DatasetSOTA methodMetricTrendResultsLast updated
87POPE Score
15
Mar 24, 2026
84.11Accuracy
15
Feb 26, 2026
88.48Accuracy
15
Feb 26, 2026
93.24Accuracy
15
Feb 26, 2026
0.655Accuracy
15
Feb 26, 2026
52.9F1 Score
15
Feb 26, 2026
75.6Score
14
May 28, 2026
82.2Accuracy
14
Feb 26, 2026
44.6Score
13
Jul 1, 2026
70.24Score
13
May 19, 2026
81.43Accuracy
13
Feb 26, 2026
90.1Accuracy
13
Feb 26, 2026
89.9Accuracy
13
Feb 26, 2026
52.2Score
13
Feb 26, 2026
72.97Score
12
Apr 27, 2026
92.75BertScore
12
Apr 3, 2026
75Score
12
Feb 26, 2026
89.87Accuracy
11
Jul 3, 2026
66.6REG
11
Mar 10, 2026
49.94Accuracy (All)
11
Feb 26, 2026
22.2fACC
10
May 13, 2026
94.85Recall (Positive)
10
Apr 24, 2026
78.51CPQ
10
Apr 24, 2026
43.7Accuracy
10
Mar 4, 2026
68.73MiniGPT-4 Score
10
Feb 26, 2026