Deception Detection
Benchmarks
DatasetSOTA methodMetricTrendResultsLast updated
0.95Apollo Score
32
Jun 12, 2026
73.23Accuracy
28
Jun 11, 2026
87.44F1 Score
28
Mar 25, 2026
61.25Accuracy
26
Jun 11, 2026
63.46Accuracy
24
Jun 11, 2026
0.867AUROC
16
Jun 17, 2026
92.4AUROC
16
Jun 17, 2026
100AUROC
16
Jun 17, 2026
0.822AUROC
16
Jun 17, 2026
99.9AUROC
16
Jun 17, 2026
99.8AUROC
16
Jun 17, 2026
99.6AUROC
16
Jun 17, 2026
97.4Response AUROC
15
May 20, 2026
57.85Performance: (R & M) -> B1
12
Jun 11, 2026
20.1F1 Score
11
Mar 30, 2026
16.7F1 Score
11
Mar 30, 2026
42.39F1 Score
10
Mar 19, 2026
93.55F1 Score
10
Mar 19, 2026
38.97F1 Score
10
Mar 19, 2026
73.76Average Accuracy
9
Jun 18, 2026
69.41Accuracy
9
Jun 18, 2026
71.2Accuracy
9
Jun 18, 2026
77.6Accuracy
9
Jun 18, 2026
76.83Accuracy
9
Jun 18, 2026
66.63Accuracy
9
Apr 21, 2026