Deepfake Detection on FSGAN
97.7AUCForAda
Evaluation Results
| Method | Links | |
|---|---|---|
| ForAdaTraining Dataset=FaceForensics++ (c23), Evaluation Protocol=Cross-method2026.04 | 97.7 | |
| SePLTraining Dataset=FaceForensics++ (c23), Evaluation Protocol=Cross-method2026.04 | 97.7 | |
| HAADTraining Dataset=FF++, Evaluation Protocol=Cross-method Evaluation2026.05 | 96.8 | |
| CORETraining Dataset=FaceForensics++ (c23), Evaluation Protocol=Cross-method2026.04 | 95.8 | |
| CORETraining Dataset=FF++, Evaluation Protocol=Cross-method Evaluation2026.05 | 95.8 | |
| EffortTraining Dataset=FaceForensics++ (c23), Evaluation Protocol=Cross-method2026.04 | 95.7 | |
| EffortTraining Dataset=FF++, Evaluation Protocol=Cross-method Evaluation, Re-implemented=true2026.05 | 95.1 | |
| RECCETraining Dataset=FaceForensics++ (c23), Evaluation Protocol=Cross-method2026.04 | 94.9 | |
| RECCETraining Dataset=FF++, Evaluation Protocol=Cross-method Evaluation2026.05 | 94.9 | |
| SLADDTraining Dataset=FaceForensics++ (c23), Evaluation Protocol=Cross-method2026.04 | 94.3 | |
| CDFATraining Dataset=FaceForensics++ (c23), Evaluation Protocol=Cross-method2026.04 | 94.2 | |
| LSDATraining Dataset=FaceForensics++ (c23), Evaluation Protocol=Cross-method2026.04 | 93.9 | |
| LSDATraining Dataset=FF++, Evaluation Protocol=Cross-method Evaluation2026.05 | 93.9 | |
| UCFTraining Dataset=FaceForensics++ (c23), Evaluation Protocol=Cross-method2026.04 | 93.7 | |
| UCFTraining Dataset=FF++, Evaluation Protocol=Cross-method Evaluation2026.05 | 93.7 | |
| DAIDTraining Dataset=FF++, Evaluation Protocol=Cross-method Evaluation, Re-implemented=true2026.05 | 93.5 | |
| ProDetTraining Dataset=FaceForensics++ (c23), Evaluation Protocol=Cross-method2026.04 | 92.8 | |
| IIDTraining Dataset=FaceForensics++ (c23), Evaluation Protocol=Cross-method2026.04 | 92.7 | |
| IIDTraining Dataset=FF++, Evaluation Protocol=Cross-method Evaluation2026.05 | 92.7 | |
| X^2-DFDTraining Dataset=FF++, Evaluation Protocol=Cross-method Evaluation, Re-implemented=true2026.05 | 89.9 | |
| FIA-USATraining Dataset=FF++, Evaluation Protocol=Cross-method Evaluation, Re-implemented=true2026.05 | 86.3 | |
| VLFFDTraining Dataset=FF++, Evaluation Protocol=Cross-method Evaluation, Re-implemented=true2026.05 | 85.1 | |
| F3NetTraining Dataset=FaceForensics++ (c23), Evaluation Protocol=Cross-method2026.04 | 84.5 | |
| F3NetTraining Dataset=FF++, Evaluation Protocol=Cross-method Evaluation2026.05 | 84.5 | |
| SPSLTraining Dataset=FaceForensics++ (c23), Evaluation Protocol=Cross-method2026.04 | 81.2 | |
| SPSLTraining Dataset=FF++, Evaluation Protocol=Cross-method Evaluation2026.05 | 81.2 | |
| SBITraining Dataset=FaceForensics++ (c23), Evaluation Protocol=Cross-method2026.04 | 80.3 | |
| SBITraining Dataset=FF++, Evaluation Protocol=Cross-method Evaluation2026.05 | 80.3 | |
| SRMTraining Dataset=FaceForensics++ (c23), Evaluation Protocol=Cross-method2026.04 | 77.2 | |
| SRMTraining Dataset=FF++, Evaluation Protocol=Cross-method Evaluation2026.05 | 77.2 |