Image Deepfake Detection on WDF
0.93AUCDefakerOne
Evaluation Results
| Method | Links | |
|---|---|---|
| DefakerOneModel Category=MLLMs2026.05 | 0.93 | |
| EffortModel Category=Vision Models2026.05 | 0.859 | |
| OursTraining Dataset=FF++ c23, Evaluation Protocol=Protocol-12024.08 | 0.848 | |
| CDFAModel Category=Vision Models2026.05 | 0.84 | |
| CFMVenues=TIFS 2023, Training Dataset=FF++ c23, Evaluation Protocol=Protocol-12024.08 | 0.823 | |
| Ivy-xDetectorModel Category=MLLMs2026.05 | 0.821 | |
| DCLVenues=AAAI 2022, Training Dataset=FF++ c23, Evaluation Protocol=Protocol-12024.08 | 0.776 | |
| UCFVenues=ICCV 2023, Training Dataset=FF++ c23, Evaluation Protocol=Protocol-12024.08 | 0.774 | |
| RECCEVenues=CVPR 2022, Training Dataset=FF++ c23, Evaluation Protocol=Protocol-12024.08 | 0.756 | |
| LSDAVenues=CVPR 2024, Training Dataset=FF++ c23, Evaluation Protocol=Protocol-12024.08 | 0.756 | |
| F3NetVenues=ECCV 2020, Training Dataset=FF++ c23, Evaluation Protocol=Protocol-12024.08 | 0.728 | |
| COREVenues=CVPRW 2022, Training Dataset=FF++ c23, Evaluation Protocol=Protocol-12024.08 | 0.724 | |
| SBIVenues=CVPR 2022, Training Dataset=FF++ c23, Evaluation Protocol=Protocol-12024.08 | 0.703 | |
| SPSLVenues=CVPR 2021, Training Dataset=FF++ c23, Evaluation Protocol=Protocol-12024.08 | 0.702 | |
| SRMVenues=CVPR 2021, Training Dataset=FF++ c23, Evaluation Protocol=Protocol-12024.08 | 0.702 | |
| FFDNModel Category=Vision Models2026.05 | 0.639 | |
| FakeVLMModel Category=MLLMs2026.05 | 0.639 | |
| DRCTModel Category=Vision Models2026.05 | 0.634 | |
| MesorchModel Category=Vision Models2026.05 | 0.609 | |
| TruforModel Category=Vision Models2026.05 | 0.562 | |
| DTDModel Category=Vision Models2026.05 | 0.356 | |
| ForensicMOEModel Category=MLLMs2026.05 | 0.211 | |
| VeritasModel Category=MLLMs2026.05 | 0.063 |