Misinformation Detection
Benchmarks
DatasetSOTA methodMetricTrendResultsLast updated
88.88Accuracy
64
Feb 26, 2026
81.9Accuracy
30
Feb 26, 2026
88.69macF1
29
May 13, 2026
78.64Macro F1
29
May 13, 2026
69.2Accuracy
26
Feb 26, 2026
99.42Accuracy
26
Apr 7, 2026
94.22Micro F1
26
Feb 26, 2026
96.43Accuracy
21
Feb 26, 2026
69.82Macro F1
17
Feb 26, 2026
95.1Accuracy
16
Apr 8, 2026
79.6Accuracy
13
Feb 26, 2026
99.99Accuracy
12
Feb 26, 2026
96.88Factual Memory Success Rate
12
Feb 26, 2026
91.44Factual Memory Success Rate
12
Feb 26, 2026
96.28Accuracy
11
Feb 26, 2026
0.972Accuracy
11
Feb 26, 2026
86.5Precision
10
May 29, 2026
81.9Precision
10
May 29, 2026
71.6Precision
9
May 29, 2026
80.4Precision
9
May 29, 2026
0.822Precision
9
May 29, 2026
76.8Precision
9
May 29, 2026
71.28Micro F1
9
Feb 26, 2026
55Accuracy
7
Feb 26, 2026
71.6Precision
4
May 29, 2026