Text Anomaly Detection
Benchmarks
DatasetSOTA methodMetricTrendResultsLast updated
93.52AUPRC
49
May 29, 2026
0.797AUROC
25
Feb 26, 2026
0.978AUROC
25
Feb 26, 2026
0.738AUROC
25
Feb 26, 2026
0.636AUROC
25
Feb 26, 2026
0.967AUROC
25
Feb 26, 2026
0.99AUROC
25
Feb 26, 2026
96.56AUROC
25
Feb 26, 2026
0.838AUROC
25
Feb 26, 2026
0.986AUROC
25
Feb 26, 2026
94.84AUROC
25
Feb 26, 2026
0.916AUPRC
13
Feb 26, 2026
0.636AUPRC
7
Feb 26, 2026
95.91AUPRC
5
Feb 26, 2026
0.294AUPRC
3
Feb 26, 2026
88.15AUPRC
3
Feb 26, 2026
90.52AUPRC
2
Feb 26, 2026
0.181AUPRC
2
Feb 26, 2026
0.158AUPRC
2
Feb 26, 2026
0.741AUPRC
2
Feb 26, 2026