Deepfake Detection on DF-Wild (test)
71.2F1-score (Real)AIMv2 + DINOv2 + ViT-L/14
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| AIMv2 + DINOv2 + ViT-L/14Fine-tuning=true2026.04 | 71.2 | 89.3 | 84.4 | 9 | 96.8 | |
| AIMv2 + DINOv2Fine-tuning=true2026.04 | 65.4 | 86.4 | 80.1 | 12.1 | 95.2 | |
| AIMv2Backbone=AIMv2, Fine-tuning=true2026.04 | 64.9 | 86.2 | 80.2 | 13.5 | 94.1 | |
| ViT-L/14Backbone=ViT-L/14, Fine-tuning=true2026.04 | 63.7 | 84.1 | 77.8 | 13.1 | 94.1 | |
| EffortAuthor=Yan et. al.2026.04 | 63 | 90.1 | 84.6 | 17.1 | 89.7 | |
| DINOv2Backbone=DINOv2, Fine-tuning=true2026.04 | 61.5 | 83.3 | 76.2 | 15.4 | 92.8 | |
| DenseNet121Backbone=DenseNet1212026.04 | 52.1 | 78.4 | 69.9 | 33.3 | 75.1 | |
| ResNet50Backbone=ResNet502026.04 | 49.3 | 76.2 | 67 | 36.3 | 73.3 |