Deepfake Detection on Protocol-1 Cross-Dataset (test)
95.1Average AUCAletheia
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| Aletheia2026.04 | 95.1 | — | — | — | — | — | |
| DF40 baseline2026.04 | 92.7 | — | — | — | — | — | |
| LOGERTraining=multi-source2026.04 | 92.6 | 95.9 | 96.2 | 90.3 | 94.3 | 86.3 | |
| LAA-Net2026.04 | 91.9 | — | — | — | — | — | |
| EffortTraining=FF++ c232026.04 | 90.4 | 95.6 | 96.5 | 84.3 | 90.9 | 84.8 | |
| Xception baseline2026.04 | 89 | — | — | — | — | — | |
| CDFATraining=FF++ c232026.04 | 88 | 93.8 | 95.4 | 83 | 88.1 | 79.6 | |
| ProDetTraining=FF++ c232026.04 | 82.9 | 92.6 | 90.1 | 70.7 | 82.8 | 78.1 | |
| LSDATraining=FF++ c232026.04 | 81.3 | 87.5 | 88.1 | 70.1 | 81.2 | 79.7 | |
| UCFTraining=FF++ c232026.04 | 79.8 | 83.7 | 86.7 | 74.2 | 77 | 77.4 | |
| SBITraining=FF++ c232026.04 | 79.6 | 88.6 | 82.7 | 71.7 | 84.8 | 70.3 | |
| SLADDTraining=FF++ c232026.04 | 79.2 | 83.7 | 90.4 | 77.2 | 75.6 | 69 | |
| RECCETraining=FF++ c232026.04 | 78 | 82.3 | 89.1 | 69.6 | 73.4 | 75.6 | |
| SPSLTraining=FF++ c232026.04 | 77.3 | 79.9 | 87.1 | 72.4 | 77 | 70.2 | |
| CORETraining=FF++ c232026.04 | 77.1 | 80.9 | 88.2 | 72.1 | 72 | 72.4 | |
| SRMTraining=FF++ c232026.04 | 77 | 84 | 88.5 | 69.5 | 72.8 | 70.2 | |
| F3NetTraining=FF++ c232026.04 | 76.6 | 78.9 | 84.4 | 71.8 | 74.9 | 72.8 | |
| IIDTraining=FF++ c232026.04 | 76.6 | 83.8 | 93.9 | 70 | 68.9 | 66.6 |