Video Deepfake Detection on WildDeepfake (WD)
85AccuracyConLLM
Evaluation results
| Method | Links | ||
|---|---|---|---|
| ConLLMGPT Weights Initialization=pretrained2026.01 | 85 | 94.5 | |
| RECCE2026.01 | 83.25 | 92.02 | |
| Mutil-Attention2026.01 | 82.86 | 90.71 | |
| EfficientNet-B42026.01 | 81.63 | 90.36 | |
| ConLLMGPT Weights Initialization=from scratch2026.01 | 81 | 90 | |
| F3-Net2026.01 | 80.66 | 87.53 | |
| RFM2026.01 | 77.38 | 83.92 | |
| Xception2026.01 | 77.25 | 86.76 |