# Face Forgery Detection on CDF v2 (Video AUC & Avg)

Source: [Face Forgery Detection on CDF v2 (Video AUC & Avg)](<https://www.sota2.com/research/sota/face-forgery-detection-on-cdf-v2-video-auc-and-avg>)

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

Data updated: 2026-03-26T15:33:49.282Z

Evaluation of Face Forgery Detection performance on the CDF v2 dataset, reporting Video-Level AUC and average performance metrics.

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 | Face Forgery Detection |
| Dataset (including any stated split) | CDF v2 |
| Metric | Video-Level AUC |
| Unit | PERCENT |
| Direction | Higher is better |
| Results loaded | 12 of 12 |
| 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

- [Video-Level AUC](<https://www.sota2.com/research/sota/face-forgery-detection-on-cdf-v2-video-auc-and-avg.md?metric=Video-Level%20AUC>): Higher is better; unit: PERCENT.

- [Average Score](<https://www.sota2.com/research/sota/face-forgery-detection-on-cdf-v2-video-auc-and-avg.md?metric=Average%20Score>): Higher is better; unit: PERCENT.

## Recorded results

| Method | Video-Level AUC | Result date | Report paper |
| --- | --- | --- | --- |
| Effort | 95.6 | Not recorded | 69c4bdb30636e5bf4afc771d |
| CoRIT | 94.1 | Not recorded | 69c4bdb30636e5bf4afc771d |
| SBI | 92.8 | Not recorded | 69c4bdb30636e5bf4afc771d |
| LSDA | 91.1 | Not recorded | 69c4bdb30636e5bf4afc771d |
| PCL + I2G | 90 | Not recorded | 69c4bdb30636e5bf4afc771d |
| CFM | 89.7 | Not recorded | 69c4bdb30636e5bf4afc771d |
| FTCN | 86.9 | Not recorded | 69c4bdb30636e5bf4afc771d |
| LAA-Net | 84 | Not recorded | 69c4bdb30636e5bf4afc771d |
| FIA-USA | 83.9 | Not recorded | 69c4bdb30636e5bf4afc771d |
| LipForensics | 82.4 | Not recorded | 69c4bdb30636e5bf4afc771d |
| HCIL | 79 | Not recorded | 69c4bdb30636e5bf4afc771d |
| 3DDet. | 72 | Not recorded | 69c4bdb30636e5bf4afc771d |

### Effort

Video-Level AUC: 95.6. Result ID: 69c551d147f34ce924af9820.

[Reporting paper](<https://www.sota2.com/research/paper/69c4bdb30636e5bf4afc771d.md>)

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

Recorded evaluation configuration: {"Venues":"ICML'25"}. This record does not assert independent reproduction.

### CoRIT

Video-Level AUC: 94.1. Result ID: 69c551d147f34ce924af9821.

[Reporting paper](<https://www.sota2.com/research/paper/69c4bdb30636e5bf4afc771d.md>)

[Method origin paper](<https://www.sota2.com/research/paper/69c4bdb30636e5bf4afc771d.md>)

Recorded evaluation configuration: {"Venues":"-"}. This record does not assert independent reproduction.

### SBI

Video-Level AUC: 92.8. Result ID: 69c551d147f34ce924af981a.

[Reporting paper](<https://www.sota2.com/research/paper/69c4bdb30636e5bf4afc771d.md>)

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

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

Recorded evaluation configuration: {"Venues":"CVPR'22"}. This record does not assert independent reproduction.

### LSDA

Video-Level AUC: 91.1. Result ID: 69c551d147f34ce924af981c.

[Reporting paper](<https://www.sota2.com/research/paper/69c4bdb30636e5bf4afc771d.md>)

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

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

Recorded evaluation configuration: {"Venues":"CVPR'24"}. This record does not assert independent reproduction.

### PCL + I2G

Video-Level AUC: 90. Result ID: 69c551d147f34ce924af9818.

[Reporting paper](<https://www.sota2.com/research/paper/69c4bdb30636e5bf4afc771d.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6a771e209131cea2854d.md>)

Recorded evaluation configuration: {"Venues":"ICCV'21"}. This record does not assert independent reproduction.

### CFM

Video-Level AUC: 89.7. Result ID: 69c551d147f34ce924af981d.

[Reporting paper](<https://www.sota2.com/research/paper/69c4bdb30636e5bf4afc771d.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6f211e209131cea43eaf.md>)

Recorded evaluation configuration: {"Venues":"TIFS'24"}. This record does not assert independent reproduction.

### FTCN

Video-Level AUC: 86.9. Result ID: 69c551d147f34ce924af9817.

[Reporting paper](<https://www.sota2.com/research/paper/69c4bdb30636e5bf4afc771d.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6a8b1e209131cea28a94.md>)

Recorded evaluation configuration: {"Venues":"ICCV'21"}. This record does not assert independent reproduction.

### LAA-Net

Video-Level AUC: 84. Result ID: 69c551d147f34ce924af981e.

[Reporting paper](<https://www.sota2.com/research/paper/69c4bdb30636e5bf4afc771d.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa73561e209131cea5becb.md>)

Recorded evaluation configuration: {"Venues":"CVPR'24"}. This record does not assert independent reproduction.

### FIA-USA

Video-Level AUC: 83.9. Result ID: 69c551d147f34ce924af981f.

[Reporting paper](<https://www.sota2.com/research/paper/69c4bdb30636e5bf4afc771d.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa7ba11e209131cea89764.md>)

Recorded evaluation configuration: {"Venues":"NIPS'25"}. This record does not assert independent reproduction.

### LipForensics

Video-Level AUC: 82.4. Result ID: 69c551d147f34ce924af9816.

[Reporting paper](<https://www.sota2.com/research/paper/69c4bdb30636e5bf4afc771d.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6a931e209131cea29019.md>)

[Implementation](<https://github.com/ahaliassos/LipForensics>)

Recorded evaluation configuration: {"Venues":"CVPR'21"}. This record does not assert independent reproduction.

### HCIL

Video-Level AUC: 79. Result ID: 69c551d147f34ce924af9819.

[Reporting paper](<https://www.sota2.com/research/paper/69c4bdb30636e5bf4afc771d.md>)

Recorded evaluation configuration: {"Venues":"ECCV'22"}. This record does not assert independent reproduction.

### 3DDet.

Video-Level AUC: 72. Result ID: 69c551d147f34ce924af981b.

[Reporting paper](<https://www.sota2.com/research/paper/69c4bdb30636e5bf4afc771d.md>)

Recorded evaluation configuration: {"Venues":"TPAMI'23"}. This record does not assert independent reproduction.

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