Artifact Detection
Benchmarks
DatasetSOTA methodMetricTrendResultsLast updated
95.9Deepfake EFS
68
Feb 26, 2026
19.02F1 Score
28
Feb 26, 2026
0.162F1 Score
28
Feb 26, 2026
36.69IoU
28
Feb 26, 2026
0.191F1-score
14
Feb 26, 2026
5.59F1 Score
14
Feb 26, 2026
2Rank
12
Feb 26, 2026
0.542IoU
12
Feb 26, 2026
110Masks Found
9
Feb 26, 2026
63Accuracy
7
Feb 26, 2026
0.084Precision (PR)
6
Feb 26, 2026
11.79Precision
6
Feb 26, 2026
80Masks Found
6
Feb 26, 2026
98.5Accuracy (Glare)
5
Jun 29, 2026
100AUROC
5
May 8, 2026
0.997AUROC
5
May 8, 2026
1AUROC
5
May 8, 2026
95.3OOF Sensitivity
3
Feb 26, 2026