Fake Image Detection
Benchmarks
Dataset NameSOTA methodMetricTrendResultsLast Updated
0.043Midjourney NLL
8
May 11, 2026
0.174InstantID NLL
8
May 11, 2026
0.307StyleSwim NLL
8
May 11, 2026
84.3BA
7
May 27, 2026
71.5Balanced Accuracy (BA)
7
May 27, 2026
92.82AP
6
Apr 15, 2026
98.19AP
6
Apr 15, 2026
99.93AP
6
Apr 15, 2026
95.91AP
6
Apr 15, 2026
94.78AP
6
Apr 15, 2026
98.31AP
6
Apr 15, 2026
99.96AP
6
Apr 15, 2026
100AP
6
Apr 15, 2026
100AP
6
Apr 15, 2026
96.81AP
6
Apr 15, 2026
94.84AP
6
Apr 15, 2026
96.7AP
6
Apr 15, 2026
98.66AP
6
Apr 15, 2026
78.35Accuracy
6
Feb 26, 2026
99.78Accuracy
6
Feb 26, 2026
99.85DALL-E 3 Accuracy
5
Jun 16, 2026
77.5AUC
5
Feb 26, 2026
95.09Accuracy (Fake)
2
May 12, 2026
96.22Fake Accuracy
2
May 12, 2026
95.52Fake Accuracy
2
May 12, 2026