Deepfake Detection Efficiency on 300 randomly selected images
20.82Params (M)Xception
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| XceptionInput Resolution=299x299, Hardware=NVIDIA RTX 3090 GPU2026.04 | 20.82 | 9.69 | 6.39 | |
| ResNet101Input Resolution=299x299, Hardware=NVIDIA RTX 3090 GPU2026.04 | 42.5 | 14.58 | 9.77 | |
| Res2Net-101Input Resolution=299x299, Hardware=NVIDIA RTX 3090 GPU2026.04 | 43.16 | 15.08 | 13.91 | |
| EfficientNet-B7Input Resolution=299x299, Hardware=NVIDIA RTX 3090 GPU2026.04 | 63.79 | 10.2 | 21.11 | |
| Swin-BaseInput Resolution=299x299, Hardware=NVIDIA RTX 3090 GPU2026.04 | 86.75 | 18.84 | 15.95 | |
| Frequency-Aware Triple Branch NetworkInput Resolution=299x299, Hardware=NVIDIA RTX 3090 GPU2026.04 | 95.45 | 30.1 | 22.37 | |
| WideResNet101Input Resolution=299x299, Hardware=NVIDIA RTX 3090 GPU2026.04 | 126.89 | 22.84 | 17.27 |