Deepfake Detection on SimSwap
97.3AUCSePL
Evaluation Results
| Method | Links | |
|---|---|---|
| SePLTraining Dataset=FaceForensics++ (c23), Evaluation Protocol=Cross-method2026.04 | 97.3 | |
| EffortTraining Dataset=FaceForensics++ (c23), Evaluation Protocol=Cross-method2026.04 | 92.6 | |
| ForAdaTraining Dataset=FaceForensics++ (c23), Evaluation Protocol=Cross-method2026.04 | 92 | |
| HAADTraining Dataset=FF++, Evaluation Protocol=Cross-method Evaluation2026.05 | 91.7 | |
| FIA-USATraining Dataset=FF++, Evaluation Protocol=Cross-method Evaluation, Re-implemented=true2026.05 | 91 | |
| EffortTraining Dataset=FF++, Evaluation Protocol=Cross-method Evaluation, Re-implemented=true2026.05 | 90.8 | |
| X^2-DFDTraining Dataset=FF++, Evaluation Protocol=Cross-method Evaluation, Re-implemented=true2026.05 | 86.3 | |
| ProDetTraining Dataset=FaceForensics++ (c23), Evaluation Protocol=Cross-method2026.04 | 84.4 | |
| VLFFDTraining Dataset=FF++, Evaluation Protocol=Cross-method Evaluation, Re-implemented=true2026.05 | 84 | |
| SLADDTraining Dataset=FaceForensics++ (c23), Evaluation Protocol=Cross-method2026.04 | 79.4 | |
| LSDATraining Dataset=FaceForensics++ (c23), Evaluation Protocol=Cross-method2026.04 | 79.3 | |
| LSDATraining Dataset=FF++, Evaluation Protocol=Cross-method Evaluation2026.05 | 79.3 | |
| RECCETraining Dataset=FaceForensics++ (c23), Evaluation Protocol=Cross-method2026.04 | 76.8 | |
| RECCETraining Dataset=FF++, Evaluation Protocol=Cross-method Evaluation2026.05 | 76.8 | |
| CDFATraining Dataset=FaceForensics++ (c23), Evaluation Protocol=Cross-method2026.04 | 75.7 | |
| DAIDTraining Dataset=FF++, Evaluation Protocol=Cross-method Evaluation, Re-implemented=true2026.05 | 74.4 | |
| CORETraining Dataset=FaceForensics++ (c23), Evaluation Protocol=Cross-method2026.04 | 72.4 | |
| CORETraining Dataset=FF++, Evaluation Protocol=Cross-method Evaluation2026.05 | 72.4 | |
| SBITraining Dataset=FaceForensics++ (c23), Evaluation Protocol=Cross-method2026.04 | 70.1 | |
| SBITraining Dataset=FF++, Evaluation Protocol=Cross-method Evaluation2026.05 | 70.1 | |
| SRMTraining Dataset=FaceForensics++ (c23), Evaluation Protocol=Cross-method2026.04 | 69.4 | |
| SRMTraining Dataset=FF++, Evaluation Protocol=Cross-method Evaluation2026.05 | 69.4 | |
| F3NetTraining Dataset=FaceForensics++ (c23), Evaluation Protocol=Cross-method2026.04 | 67.4 | |
| F3NetTraining Dataset=FF++, Evaluation Protocol=Cross-method Evaluation2026.05 | 67.4 | |
| SPSLTraining Dataset=FaceForensics++ (c23), Evaluation Protocol=Cross-method2026.04 | 66.5 | |
| SPSLTraining Dataset=FF++, Evaluation Protocol=Cross-method Evaluation2026.05 | 66.5 | |
| UCFTraining Dataset=FaceForensics++ (c23), Evaluation Protocol=Cross-method2026.04 | 64.7 | |
| UCFTraining Dataset=FF++, Evaluation Protocol=Cross-method Evaluation2026.05 | 64.7 | |
| IIDTraining Dataset=FaceForensics++ (c23), Evaluation Protocol=Cross-method2026.04 | 64.4 | |
| IIDTraining Dataset=FF++, Evaluation Protocol=Cross-method Evaluation2026.05 | 64.4 |