Deepfake Detection on FF++ Intra-dataset c23
100AUCMSBA-CLIP
Evaluation results
| Method | Links | ||
|---|---|---|---|
| MSBA-CLIPCompression=C232026.02 | 100 | 100 | |
| UCFCompression=C232026.02 | 99.99 | 99.68 | |
| TALLVenue=ICCV232025.03 | 99.87 | 98.65 | |
| SPSLCompression=C232026.02 | 99.51 | 97.93 | |
| M2F2-DetInput Type=Single-frame2025.03 | 99.34 | 98.79 | |
| RECCEVenue=CVPR222025.03 | 99.32 | 97.06 | |
| MultiAttVenue=CVPR212025.03 | 99.29 | 97.6 | |
| F3NetCompression=C232026.02 | 99.29 | 97.6 | |
| Freq-SCLVenue=CVPR212025.03 | 99.28 | 96.69 | |
| SRMCompression=C232026.02 | 98.91 | 94.48 | |
| LR-GCNCondition=clean (no masking), Evaluation=held-in2025.12 | 98.9 | — | |
| RFMVenue=CVPR212025.03 | 98.79 | 95.69 | |
| DFILCondition=clean (no masking), Evaluation=held-in2025.12 | 98.7 | — | |
| XceptionCompression=C232026.02 | 98.7 | 87.35 | |
| F3-netCondition=clean (no masking), Evaluation=held-in2025.12 | 98.6 | — | |
| DFGazeCondition=clean (no masking), Evaluation=held-in2025.12 | 98.6 | — | |
| CORECondition=clean (no masking), Evaluation=held-in2025.12 | 98.4 | — | |
| UCFCondition=clean (no masking), Evaluation=held-in2025.12 | 98.2 | — | |
| F3-NetVenue=ECCV202025.03 | 98.1 | 97.52 | |
| RECCECondition=clean (no masking), Evaluation=held-in2025.12 | 97.9 | — | |
| Add-NetVenue=ACMMM202025.03 | 97.74 | 96.78 | |
| MaskRelationCondition=clean (no masking), Evaluation=held-in2025.12 | 97.3 | — | |
| XceptionCondition=clean (no masking), Evaluation=held-in2025.12 | 97.2 | — | |
| TALL-SwinCondition=clean (no masking), Evaluation=held-in2025.12 | 88.1 | — | |
| DDVQA-BLIPVenue=ECCV242025.03 | — | 80.69 |