Deepfake Detection on e4s
0.99AUCHAAD
Evaluation Results
| Method | Links | |
|---|---|---|
| HAADTraining Dataset=FF++, Evaluation Protocol=Cross-method Evaluation2026.05 | 0.99 | |
| EffortTraining Dataset=FF++, Evaluation Protocol=Cross-method Evaluation, Re-implemented=true2026.05 | 0.987 | |
| EffortTraining Dataset=FaceForensics++ (c23), Evaluation Protocol=Cross-method2026.04 | 0.983 | |
| SePLTraining Dataset=FaceForensics++ (c23), Evaluation Protocol=Cross-method2026.04 | 0.983 | |
| ForAdaTraining Dataset=FaceForensics++ (c23), Evaluation Protocol=Cross-method2026.04 | 0.971 | |
| VLFFDTraining Dataset=FF++, Evaluation Protocol=Cross-method Evaluation, Re-implemented=true2026.05 | 0.921 | |
| X^2-DFDTraining Dataset=FF++, Evaluation Protocol=Cross-method Evaluation, Re-implemented=true2026.05 | 0.912 | |
| FIA-USATraining Dataset=FF++, Evaluation Protocol=Cross-method Evaluation, Re-implemented=true2026.05 | 0.875 | |
| DAIDTraining Dataset=FF++, Evaluation Protocol=Cross-method Evaluation, Re-implemented=true2026.05 | 0.838 | |
| ProDetTraining Dataset=FaceForensics++ (c23), Evaluation Protocol=Cross-method2026.04 | 0.771 | |
| IIDTraining Dataset=FaceForensics++ (c23), Evaluation Protocol=Cross-method2026.04 | 0.766 | |
| IIDTraining Dataset=FF++, Evaluation Protocol=Cross-method Evaluation2026.05 | 0.766 | |
| SLADDTraining Dataset=FaceForensics++ (c23), Evaluation Protocol=Cross-method2026.04 | 0.765 | |
| SBITraining Dataset=FaceForensics++ (c23), Evaluation Protocol=Cross-method2026.04 | 0.75 | |
| SBITraining Dataset=FF++, Evaluation Protocol=Cross-method Evaluation2026.05 | 0.75 | |
| UCFTraining Dataset=FaceForensics++ (c23), Evaluation Protocol=Cross-method2026.04 | 0.731 | |
| UCFTraining Dataset=FF++, Evaluation Protocol=Cross-method Evaluation2026.05 | 0.731 | |
| SRMTraining Dataset=FaceForensics++ (c23), Evaluation Protocol=Cross-method2026.04 | 0.704 | |
| SRMTraining Dataset=FF++, Evaluation Protocol=Cross-method Evaluation2026.05 | 0.704 | |
| LSDATraining Dataset=FaceForensics++ (c23), Evaluation Protocol=Cross-method2026.04 | 0.694 | |
| LSDATraining Dataset=FF++, Evaluation Protocol=Cross-method Evaluation2026.05 | 0.694 | |
| RECCETraining Dataset=FaceForensics++ (c23), Evaluation Protocol=Cross-method2026.04 | 0.683 | |
| RECCETraining Dataset=FF++, Evaluation Protocol=Cross-method Evaluation2026.05 | 0.683 | |
| CORETraining Dataset=FaceForensics++ (c23), Evaluation Protocol=Cross-method2026.04 | 0.679 | |
| CORETraining Dataset=FF++, Evaluation Protocol=Cross-method Evaluation2026.05 | 0.679 | |
| CDFATraining Dataset=FaceForensics++ (c23), Evaluation Protocol=Cross-method2026.04 | 0.631 | |
| SPSLTraining Dataset=FaceForensics++ (c23), Evaluation Protocol=Cross-method2026.04 | 0.514 | |
| SPSLTraining Dataset=FF++, Evaluation Protocol=Cross-method Evaluation2026.05 | 0.514 | |
| F3NetTraining Dataset=FaceForensics++ (c23), Evaluation Protocol=Cross-method2026.04 | 0.494 | |
| F3NetTraining Dataset=FF++, Evaluation Protocol=Cross-method Evaluation2026.05 | 0.494 |