Image Forgery Classification on ForenSynths
83.2AccuracyForensicFormer
Evaluation results
| Method | Links | |
|---|---|---|
| ForensicFormer2026.01 | 83.2 | |
| DefakerOneModel Category=MLLMs2026.05 | 77.2 | |
| Ivy-xDetectorModel Category=MLLMs2026.05 | 77 | |
| UnivFD2026.01 | 76.4 | |
| EffortModel Category=Vision Models2026.05 | 74.8 | |
| F3-Net2026.01 | 73.8 | |
| ViT2026.01 | 72.1 | |
| ForensicMOEModel Category=MLLMs2026.05 | 71.5 | |
| EfficientNet-B42026.01 | 71.4 | |
| FakeVLMModel Category=MLLMs2026.05 | 71.3 | |
| Xception2026.01 | 69.8 | |
| VeritasModel Category=MLLMs2026.05 | 69.5 | |
| DRCTModel Category=Vision Models2026.05 | 68.6 | |
| ELA + CNN2026.01 | 63.1 | |
| TruforModel Category=Vision Models2026.05 | 57.6 | |
| FFDNModel Category=Vision Models2026.05 | 57.3 | |
| MesorchModel Category=Vision Models2026.05 | 57.3 | |
| CDFAModel Category=Vision Models2026.05 | 49.8 | |
| DTDModel Category=Vision Models2026.05 | 48.1 |