# Deepfake Detection on Deepfake Detection Challenge Preview (DFDCP)

Source: [Deepfake Detection on Deepfake Detection Challenge Preview (DFDCP)](<https://www.sota2.com/research/sota/deepfake-detection-on-deepfake-detection-challenge-preview-dfdcp>)

Collection index: [llms.txt](<https://www.sota2.com/research/llms.txt>)

Data updated: 2026-04-21T10:09:27.548Z

Evaluation of Deepfake Detection performance on the Deepfake Detection Challenge Preview (DFDCP) dataset, reporting AUC.

A research result applies to its stated dataset, split, metric and evaluation configuration. Compare like-for-like settings, preserve the metric's unit and direction, and distinguish paper-reported results from independent reproduction. The best result recorded here is not a claim of exhaustive, current global coverage.

| Scope | Recorded value |
| --- | --- |
| Task | Deepfake Detection |
| Dataset (including any stated split) | Deepfake Detection Challenge Preview (DFDCP) |
| Metric | AUC |
| Unit | PERCENT |
| Direction | Higher is better |
| Results loaded | 18 of 18 |
| Coverage | All results currently returned for this benchmark |

Evaluation settings may differ between results. The original papers and recorded configurations are needed to establish comparability. A shared metric name alone does not establish an identical protocol.

## Metrics

- [AUC](<https://www.sota2.com/research/sota/deepfake-detection-on-deepfake-detection-challenge-preview-dfdcp.md?metric=AUC>): Higher is better; unit: PERCENT.

## Recorded results

| Method | AUC | Result date | Report paper |
| --- | --- | --- | --- |
| RepDFD | 95 | Not recorded | 69e7049c7d0172140ec7ed50 |
| ForAda | 92.9 | Not recorded | 69e7049c7d0172140ec7ed50 |
| Hybrid | 92.5 | Not recorded | 69e7049c7d0172140ec7ed50 |
| Effort | 90.9 | Not recorded | 69e7049c7d0172140ec7ed50 |
| SePL | 90.5 | Not recorded | 69e7049c7d0172140ec7ed50 |
| CDFA | 88.1 | Not recorded | 69e7049c7d0172140ec7ed50 |
| UDD | 88 | Not recorded | 69e7049c7d0172140ec7ed50 |
| SBI | 84.8 | Not recorded | 69e7049c7d0172140ec7ed50 |
| ProDet | 82.8 | Not recorded | 69e7049c7d0172140ec7ed50 |
| LSDA | 81.2 | Not recorded | 69e7049c7d0172140ec7ed50 |
| SPSL | 77 | Not recorded | 69e7049c7d0172140ec7ed50 |
| UCF | 77 | Not recorded | 69e7049c7d0172140ec7ed50 |
| SLADD | 75.6 | Not recorded | 69e7049c7d0172140ec7ed50 |
| F3Net | 74.9 | Not recorded | 69e7049c7d0172140ec7ed50 |
| RECCE | 73.4 | Not recorded | 69e7049c7d0172140ec7ed50 |
| SRM | 72.8 | Not recorded | 69e7049c7d0172140ec7ed50 |
| CORE | 72 | Not recorded | 69e7049c7d0172140ec7ed50 |
| IID | 68.9 | Not recorded | 69e7049c7d0172140ec7ed50 |

### RepDFD

AUC: 95. Result ID: 69e74cc847f34ce924ce1b88.

[Reporting paper](<https://www.sota2.com/research/paper/69e7049c7d0172140ec7ed50.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa77f31e209131cea762e8.md>)

Recorded evaluation configuration: {"Training Dataset":"FaceForensics++ (c23)","Evaluation Protocol":"Cross-dataset"}. This record does not assert independent reproduction.

### ForAda

AUC: 92.9. Result ID: 69e74cc847f34ce924ce1b8b.

[Reporting paper](<https://www.sota2.com/research/paper/69e7049c7d0172140ec7ed50.md>)

Recorded evaluation configuration: {"Training Dataset":"FaceForensics++ (c23)","Evaluation Protocol":"Cross-dataset"}. This record does not assert independent reproduction.

### Hybrid

AUC: 92.5. Result ID: 69e74cc847f34ce924ce1b87.

[Reporting paper](<https://www.sota2.com/research/paper/69e7049c7d0172140ec7ed50.md>)

Recorded evaluation configuration: {"Training Dataset":"FaceForensics++ (c23)","Evaluation Protocol":"Cross-dataset"}. This record does not assert independent reproduction.

### Effort

AUC: 90.9. Result ID: 69e74cc847f34ce924ce1b8a.

[Reporting paper](<https://www.sota2.com/research/paper/69e7049c7d0172140ec7ed50.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa78a71e209131cea79a6c.md>)

Recorded evaluation configuration: {"Training Dataset":"FaceForensics++ (c23)","Evaluation Protocol":"Cross-dataset"}. This record does not assert independent reproduction.

### SePL

AUC: 90.5. Result ID: 69e74cc847f34ce924ce1b8c.

[Reporting paper](<https://www.sota2.com/research/paper/69e7049c7d0172140ec7ed50.md>)

[Method origin paper](<https://www.sota2.com/research/paper/69e7049c7d0172140ec7ed50.md>)

Recorded evaluation configuration: {"Training Dataset":"FaceForensics++ (c23)","Evaluation Protocol":"Cross-dataset"}. This record does not assert independent reproduction.

### CDFA

AUC: 88.1. Result ID: 69e74cc847f34ce924ce1b86.

[Reporting paper](<https://www.sota2.com/research/paper/69e7049c7d0172140ec7ed50.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa74ea1e209131cea64b41.md>)

Recorded evaluation configuration: {"Training Dataset":"FaceForensics++ (c23)","Evaluation Protocol":"Cross-dataset"}. This record does not assert independent reproduction.

### UDD

AUC: 88. Result ID: 69e74cc847f34ce924ce1b89.

[Reporting paper](<https://www.sota2.com/research/paper/69e7049c7d0172140ec7ed50.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa768e1e209131cea6db08.md>)

Recorded evaluation configuration: {"Training Dataset":"FaceForensics++ (c23)","Evaluation Protocol":"Cross-dataset"}. This record does not assert independent reproduction.

### SBI

AUC: 84.8. Result ID: 69e74cc847f34ce924ce1b81.

[Reporting paper](<https://www.sota2.com/research/paper/69e7049c7d0172140ec7ed50.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6c5d1e209131cea3399c.md>)

[Implementation](<https://github.com/mapooon/SelfBlendedImages>)

Recorded evaluation configuration: {"Training Dataset":"FaceForensics++ (c23)","Evaluation Protocol":"Cross-dataset"}. This record does not assert independent reproduction.

### ProDet

AUC: 82.8. Result ID: 69e74cc847f34ce924ce1b85.

[Reporting paper](<https://www.sota2.com/research/paper/69e7049c7d0172140ec7ed50.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa74a21e209131cea62d18.md>)

Recorded evaluation configuration: {"Training Dataset":"FaceForensics++ (c23)","Evaluation Protocol":"Cross-dataset"}. This record does not assert independent reproduction.

### LSDA

AUC: 81.2. Result ID: 69e74cc847f34ce924ce1b84.

[Reporting paper](<https://www.sota2.com/research/paper/69e7049c7d0172140ec7ed50.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa72ac1e209131cea57c21.md>)

[Implementation](<https://github.com/mapooon/BlendFace>)

Recorded evaluation configuration: {"Training Dataset":"FaceForensics++ (c23)","Evaluation Protocol":"Cross-dataset"}. This record does not assert independent reproduction.

### SPSL

AUC: 77. Result ID: 69e74cc847f34ce924ce1b7c.

[Reporting paper](<https://www.sota2.com/research/paper/69e7049c7d0172140ec7ed50.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa697d1e209131cea226a3.md>)

Recorded evaluation configuration: {"Training Dataset":"FaceForensics++ (c23)","Evaluation Protocol":"Cross-dataset"}. This record does not assert independent reproduction.

### UCF

AUC: 77. Result ID: 69e74cc847f34ce924ce1b82.

[Reporting paper](<https://www.sota2.com/research/paper/69e7049c7d0172140ec7ed50.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa71021e209131cea4e7e8.md>)

Recorded evaluation configuration: {"Training Dataset":"FaceForensics++ (c23)","Evaluation Protocol":"Cross-dataset"}. This record does not assert independent reproduction.

### SLADD

AUC: 75.6. Result ID: 69e74cc847f34ce924ce1b80.

[Reporting paper](<https://www.sota2.com/research/paper/69e7049c7d0172140ec7ed50.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6c301e209131cea32b59.md>)

[Implementation](<https://github.com/liangchen527/SLADD>)

Recorded evaluation configuration: {"Training Dataset":"FaceForensics++ (c23)","Evaluation Protocol":"Cross-dataset"}. This record does not assert independent reproduction.

### F3Net

AUC: 74.9. Result ID: 69e74cc847f34ce924ce1b7b.

[Reporting paper](<https://www.sota2.com/research/paper/69e7049c7d0172140ec7ed50.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa689c1e209131cea1d080.md>)

Recorded evaluation configuration: {"Training Dataset":"FaceForensics++ (c23)","Evaluation Protocol":"Cross-dataset"}. This record does not assert independent reproduction.

### RECCE

AUC: 73.4. Result ID: 69e74cc847f34ce924ce1b7f.

[Reporting paper](<https://www.sota2.com/research/paper/69e7049c7d0172140ec7ed50.md>)

Recorded evaluation configuration: {"Training Dataset":"FaceForensics++ (c23)","Evaluation Protocol":"Cross-dataset"}. This record does not assert independent reproduction.

### SRM

AUC: 72.8. Result ID: 69e74cc847f34ce924ce1b7d.

[Reporting paper](<https://www.sota2.com/research/paper/69e7049c7d0172140ec7ed50.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa69901e209131cea22ad5.md>)

Recorded evaluation configuration: {"Training Dataset":"FaceForensics++ (c23)","Evaluation Protocol":"Cross-dataset"}. This record does not assert independent reproduction.

### CORE

AUC: 72. Result ID: 69e74cc847f34ce924ce1b7e.

[Reporting paper](<https://www.sota2.com/research/paper/69e7049c7d0172140ec7ed50.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6cb31e209131cea35555.md>)

Recorded evaluation configuration: {"Training Dataset":"FaceForensics++ (c23)","Evaluation Protocol":"Cross-dataset"}. This record does not assert independent reproduction.

### IID

AUC: 68.9. Result ID: 69e74cc847f34ce924ce1b83.

[Reporting paper](<https://www.sota2.com/research/paper/69e7049c7d0172140ec7ed50.md>)

Recorded evaluation configuration: {"Training Dataset":"FaceForensics++ (c23)","Evaluation Protocol":"Cross-dataset"}. This record does not assert independent reproduction.

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