Face Manipulation Detection on FF++ High Quality (test)
100AUC (DF)CAST-B0
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| CAST-B0Training Set=DF, Year=20252025.06 | 100 | 86.29 | 60.15 | 92.02 | 84.65 | |
| D2-FusionTraining Set=DF, Year=20252025.06 | 99.98 | 77.88 | 62.25 | 75.73 | 78.96 | |
| DCLTraining Set=DF, Year=20222025.06 | 99.98 | 77.13 | 61.01 | 75.01 | 78.28 | |
| CAST-B5Training Set=DF, Year=20252025.06 | 99.95 | 82.43 | 59.88 | 86.41 | 82.16 | |
| ADALTraining Set=DF, Year=20232025.06 | 99.68 | 79.41 | 73.61 | 81.92 | 83.65 | |
| WATCHERTraining Set=DF, Year=20242025.06 | 99.68 | 75.5 | 79.51 | 83.66 | 84.58 | |
| RECCETraining Set=DF, Year=20222025.06 | 99.65 | 70.66 | 74.29 | 67.34 | 70.76 | |
| CAST-B5Training Set=NT, Year=20252025.06 | 95.6 | 77.73 | 62.17 | 97.97 | 83.36 | |
| CAST-B0Training Set=NT, Year=20252025.06 | 95.27 | 74.42 | 51.33 | 97.82 | 79.71 | |
| D2-FusionTraining Set=NT, Year=20252025.06 | 94.44 | 71.08 | 80.75 | 99.43 | 86.42 | |
| CAST-B0Training Set=F2F, Year=20252025.06 | 94.33 | 99.68 | 58.42 | 82.74 | 83.79 | |
| DCLTraining Set=F2F, Year=20222025.06 | 91.91 | 99.21 | 59.58 | 66.67 | 79.34 | |
| DCLTraining Set=NT, Year=20222025.06 | 91.23 | 79.31 | 52.13 | 98.97 | 80.41 | |
| ADALTraining Set=NT, Year=20232025.06 | 90.94 | 63.28 | 78.47 | 99.28 | 82.99 | |
| ADALTraining Set=F2F, Year=20232025.06 | 90.32 | 99.17 | 69.49 | 73.13 | 83.03 | |
| WATCHERTraining Set=NT, Year=20242025.06 | 89.67 | 72.85 | 69.96 | 98.58 | 82.76 | |
| D2-FusionTraining Set=F2F, Year=20252025.06 | 89.5 | 99.86 | 62.47 | 75.23 | 81.76 | |
| CAST-B5Training Set=F2F, Year=20252025.06 | 88.64 | 98.61 | 65.69 | 70.19 | 80.78 | |
| WATCHERTraining Set=F2F, Year=20242025.06 | 85.73 | 99.82 | 69.38 | 74.16 | 82.27 | |
| WATCHERTraining Set=FS, Year=20242025.06 | 84.52 | 75.06 | 99.95 | 58.81 | 79.58 | |
| RECCETraining Set=FS, Year=20222025.06 | 82.39 | 64.44 | 98.82 | 56.7 | 67.84 | |
| RECCETraining Set=NT, Year=20222025.06 | 78.83 | 80.89 | 63.7 | 93.63 | 74.47 | |
| D2-FusionTraining Set=FS, Year=20252025.06 | 77.5 | 69.76 | 99.92 | 58.45 | 76.41 | |
| RECCETraining Set=F2F, Year=20222025.06 | 75.99 | 98.06 | 64.53 | 72.32 | 70.95 | |
| DCLTraining Set=FS, Year=20222025.06 | 74.8 | 69.75 | 99.9 | 52.6 | 74.26 | |
| ADALTraining Set=FS, Year=20232025.06 | 72.36 | 70.2 | 99.91 | 62.12 | 76.14 | |
| CAST-B0Training Set=FS, Year=20252025.06 | 59.97 | 83.39 | 99.29 | 51.11 | 73.44 | |
| CAST-B5Training Set=FS, Year=20252025.06 | 58.13 | 74.71 | 99.99 | 53.61 | 71.61 |