Image-level forgery detection on MagicBrush
90.1AccuracyFLAME
Evaluation results
| Method | Links | ||
|---|---|---|---|
| FLAMEEvaluation Setting=Zero-shot, Model Version=Base2026.06 | 90.1 | 91.7 | |
| FLAME-F†Evaluation Setting=Fine-tuned, Fine-tuning Pipeline=EditStream2026.06 | 89.3 | 90.5 | |
| SIDAEvaluation Setting=Zero-shot2026.06 | 81.2 | 82.4 | |
| TruForEvaluation Setting=Zero-shot2026.06 | 67.5 | 77.6 | |
| FakeShieldEvaluation Setting=Zero-shot2026.06 | 66.4 | 67.1 | |
| MesorchEvaluation Setting=Zero-shot2026.06 | 63 | 69.3 | |
| AdaIFLEvaluation Setting=Zero-shot2026.06 | 52.6 | 59.3 | |
| SAFIREEvaluation Setting=Zero-shot2026.06 | 52.5 | 64 | |
| SparseViTEvaluation Setting=Zero-shot2026.06 | 48.6 | 48.7 |