Frame-level Deepfake Detection on CDF2
0.905AUCRLSBI
Evaluation results
| Method | Links | |
|---|---|---|
| RLSBIDFD=false, MLLM=true2026.01 | 0.905 | |
| X2-DFDDFD=true, MLLM=true2026.01 | 0.903 | |
| F. Adap.DFD=true, MLLM=false2026.01 | 0.9 | |
| EDDFD=true, MLLM=false2026.01 | 0.864 | |
| TridentDFD=true, MLLM=false2026.01 | 0.861 | |
| ProDetDFD=true, MLLM=false2026.01 | 0.842 | |
| FFTGDFD=false, MLLM=true2026.01 | 0.832 | |
| LSDADFD=true, MLLM=false2026.01 | 0.83 | |
| SBIDFD=true, MLLM=false2026.01 | 0.813 | |
| UCFDFD=true, MLLM=false2026.01 | 0.753 | |
| RECCEDFD=true, MLLM=false2026.01 | 0.732 | |
| X-RayDFD=true, MLLM=false2026.01 | 0.679 |