Image-level forgery detection on NanoBanana
81.2AccuracyFLAME-F†
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| FLAME-F†Evaluation Setting=Fine-tuned, Fine-tuning Pipeline=EditStream2026.06 | 81.2 | 80.5 | |
| FLAMEEvaluation Setting=Zero-shot, Model Version=Base2026.06 | 71.5 | 74.7 | |
| SAFIREEvaluation Setting=Zero-shot2026.06 | 57 | 59.2 | |
| SparseViTEvaluation Setting=Zero-shot2026.06 | 50.8 | 52.3 | |
| TruForEvaluation Setting=Zero-shot2026.06 | 49.4 | 49.8 | |
| AdaIFLEvaluation Setting=Zero-shot2026.06 | 47.4 | 48.3 | |
| FakeShieldEvaluation Setting=Zero-shot2026.06 | 47 | 49.1 | |
| MesorchEvaluation Setting=Zero-shot2026.06 | 46.8 | 49.2 | |
| SIDAEvaluation Setting=Zero-shot2026.06 | 43.7 | 35 |