Deepfake Detection on Celeb-DF frame-level 54 (test)
98.93AccuracyDE-Adapter
Evaluation results
| Method | Links | ||
|---|---|---|---|
| DE-AdapterCategory=Fine-tuned2025.12 | 98.93 | 99.91 | |
| GenDFCategory=Fine-tuned2025.12 | 98.82 | 99.94 | |
| RECCE*Category=Custom-made2025.12 | 98.59 | 99.94 | |
| UIA-ViT*Category=Custom-made2025.12 | 98.52 | 98.84 | |
| RFMCategory=Custom-made2025.12 | 97.96 | 99.94 | |
| MultiAttCategory=Custom-made2025.12 | 97.92 | 99.94 | |
| XceptionCategory=Pre-trained2025.12 | 97.9 | 99.73 | |
| Add-NetCategory=Custom-made2025.12 | 96.93 | 99.55 | |
| F3-NetCategory=Custom-made2025.12 | 95.95 | 98.93 | |
| ViT*Category=Pre-trained2025.12 | 84.17 | 87.19 |