Forgery Detection on FakeVLM and FakeShield Forgery Detection Suites
98.6Accuracy (FakeClue)
Vanilla
Updated 1mo ago
Evaluation Results
| Method | Links | ||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
2026.03 | 98.6 | 84.3 | 93.2 | 94 | 94.43 | 98 | 93 | 98 | 3.102 | 4,520.2 | 26.7 | 1 | |
2026.03 | 98.5 | 84.35 | 93.25 | 94.05 | 94.48 | 98.05 | 93.05 | 98.04 | 1.852 | 2,756.4 | 22.4 | 1.64 | |
2026.03 | 98.46 | 83.93 | 93.12 | 93.88 | 94.32 | 97.88 | 92.85 | 97.82 | 0.985 | 2,050.5 | 19.8 | 2.2 | |
2026.03 | 97.87 | 82.25 | 92.92 | 92.34 | 93.54 | 96.92 | 92.15 | 96.52 | 2.135 | 3,090.2 | 26.4 | 1.46 | |
2026.03 | 97.74 | 82.15 | 90.58 | 91.23 | 92.15 | 95.88 | 90.85 | 95.62 | 0.452 | 1,520.3 | 18.5 | 2.97 | |
2026.03 | 97.22 | 81.84 | 91.81 | 91.13 | 92.83 | 95.84 | 91.42 | 95.85 | 2.14 | 3,110.5 | 26.7 | 1.45 | |
2026.03 | 96.14 | 79.53 | 90.45 | 89.66 | 91.24 | 94.15 | 89.23 | 94.44 | 2.155 | 3,180.4 | 26.5 | 1.42 | |
2026.03 | 95.23 | 78.15 | 89.52 | 88.24 | 90.15 | 93.42 | 88.54 | 93.22 | 2.15 | 3,228.6 | 26.6 | 1.4 | |
2026.03 | 94.83 | 79.15 | 89.56 | 89.24 | 90.25 | 94.14 | 89.55 | 94.83 | 1.385 | 2,390.6 | 26.3 | 1.89 | |
2026.03 | 91.45 | 75.53 | 86.24 | 85.42 | 86.54 | 90.45 | 85.13 | 90.92 | 1.39 | 2,420.2 | 26.6 | 1.86 | |
2026.03 | 85.63 | 68.22 | 79.65 | 78.54 | 81.42 | 83.15 | 78.56 | 83.22 | 1.415 | 2,480.8 | 26.4 | 1.82 | |
2026.03 | 84.53 | 70.84 | 80.25 | 78.56 | 79.14 | 82.55 | 76.82 | 82.24 | 0.815 | 1,850.4 | 26.1 | 2.44 | |
2026.03 | 82.34 | 65.55 | 76.42 | 75.13 | 78.25 | 81.52 | 75.43 | 80.84 | 1.42 | 2,510.5 | 26.5 | 1.8 | |
2026.03 | 78.25 | 62.53 | 72.56 | 71.24 | 72.54 | 76.12 | 71.43 | 75.85 | 0.82 | 1,880.8 | 26.5 | 2.4 | |
2026.03 | 65.82 | 48.45 | 60.14 | 59.53 | 60.25 | 63.83 | 58.14 | 61.52 | 0.845 | 1,920.5 | 26.3 | 2.35 | |
2026.03 | 60.54 | 45.13 | 56.42 | 55.25 | 55.93 | 58.54 | 53.22 | 57.83 | 0.85 | 1,950.2 | 26.4 | 2.31 |