Backdoor Detection
Benchmarks
Dataset NameSOTA methodMetricTrendResultsLast Updated
61.4Random AUC
4
May 22, 2026
0.581AUC (Random)
4
May 22, 2026
0.563Random AUC
4
May 22, 2026
1Precision
4
May 18, 2026
100Precision
4
May 18, 2026
92.12F1 Score (ObjRep)
4
Mar 9, 2026
99.1BadNets Score
3
Jun 16, 2026
48.3Scrutiny
3
Apr 23, 2026
59.3Detection Error Rate (DER)
3
Apr 23, 2026
87.69Precision
3
Mar 9, 2026
95.83Precision
3
Mar 9, 2026
96.15Precision
3
Mar 9, 2026
80.65Precision
3
Mar 9, 2026
92.31Precision
3
Mar 9, 2026
96.15Precision
3
Mar 9, 2026
89.29Precision
3
Mar 9, 2026
86.36Precision
3
Mar 9, 2026
80Precision
3
Mar 9, 2026
2Violations
3
Mar 4, 2026
0.006F1-score
3
Feb 26, 2026
0.893F1
3
Feb 26, 2026
0.529F1 Score
3
Feb 26, 2026
0.808F1 Score
3
Feb 26, 2026
5.9Precision Top-10
2
Apr 20, 2026
23.8Precision@10
2
Apr 20, 2026