# Pixel-level Forgery Localization on CocoGlide (Facebook)

Source: [Pixel-level Forgery Localization on CocoGlide (Facebook)](<https://www.sota2.com/research/sota/pixel-level-forgery-localization-on-cocoglide-facebook>)

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

Data updated: 2026-02-26T05:43:15.650Z

Evaluation of Pixel-level Forgery Localization performance on the CocoGlide (Facebook) dataset, reporting F1 scores.

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 | Pixel-level Forgery Localization |
| Dataset (including any stated split) | CocoGlide (Facebook) |
| Metric | F1 Score |
| Unit | PERCENT |
| Direction | Higher is better |
| Results loaded | 4 of 4 |
| 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

- [F1 Score](<https://www.sota2.com/research/sota/pixel-level-forgery-localization-on-cocoglide-facebook.md?metric=F1%20Score>): Higher is better; unit: PERCENT.

## Recorded results

| Method | F1 Score | Result date | Report paper |
| --- | --- | --- | --- |
| TruFor | 46 | Not recorded | 68fa6f7f1e209131cea45fb0 |
| CAT-Net v2 | 44.7 | Not recorded | 68fa6f7f1e209131cea45fb0 |
| IF-OSN | 40.6 | Not recorded | 68fa6f7f1e209131cea45fb0 |
| MVSS-Net | 34.7 | Not recorded | 68fa6f7f1e209131cea45fb0 |

### TruFor

F1 Score: 46. Result ID: 6990db313a6c31484903ce56.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6f7f1e209131cea45fb0.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6f7f1e209131cea45fb0.md>)

[Implementation](<https://grip-unina.github.io/TruFor/>)

Recorded evaluation configuration: {"threshold\_type":"Fixed threshold"}. This record does not assert independent reproduction.

### CAT-Net v2

F1 Score: 44.7. Result ID: 6990db313a6c31484903ce54.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6f7f1e209131cea45fb0.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6c9b1e209131cea34da1.md>)

Recorded evaluation configuration: {"threshold\_type":"Fixed threshold"}. This record does not assert independent reproduction.

### IF-OSN

F1 Score: 40.6. Result ID: 6990db313a6c31484903ce53.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6f7f1e209131cea45fb0.md>)

Recorded evaluation configuration: {"threshold\_type":"Fixed threshold"}. This record does not assert independent reproduction.

### MVSS-Net

F1 Score: 34.7. Result ID: 6990db313a6c31484903ce55.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6f7f1e209131cea45fb0.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6a751e209131cea28443.md>)

[Implementation](<https://github.com/dong03/MVSS-Net>)

Recorded evaluation configuration: {"threshold\_type":"Fixed threshold"}. This record does not assert independent reproduction.

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