# AIGC Detection on CoCoGLIDE

Source: [AIGC Detection on CoCoGLIDE](<https://www.sota2.com/research/sota/aigc-detection-on-cocoglide>)

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

Data updated: 2026-03-11T07:54:21.256Z

Evaluation of AIGC Detection performance on the CoCoGLIDE dataset, reporting Gen. R@50 and Real R@50 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 | AIGC Detection |
| Dataset (including any stated split) | CoCoGLIDE |
| Metric | Gen. R@50 |
| Unit | PERCENT |
| Direction | Higher is better |
| Results loaded | 3 of 3 |
| 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

- [Gen. R@50](<https://www.sota2.com/research/sota/aigc-detection-on-cocoglide.md?metric=Gen.%20R%4050>): Higher is better; unit: PERCENT.

- [Real R@50](<https://www.sota2.com/research/sota/aigc-detection-on-cocoglide.md?metric=Real%20R%4050>): Higher is better; unit: PERCENT.

## Recorded results

| Method | Gen. R@50 | Result date | Report paper |
| --- | --- | --- | --- |
| NFA-ViT | 88.4 | Not recorded | 68fa78241e209131cea76fb5 |
| FatFormer | 85.9 | Not recorded | 68fa78241e209131cea76fb5 |
| NPR | 83.3 | Not recorded | 68fa78241e209131cea76fb5 |

### NFA-ViT

Gen. R@50: 88.4. Result ID: 69b11faa6dbb7075b95b4c5d.

[Reporting paper](<https://www.sota2.com/research/paper/68fa78241e209131cea76fb5.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa78241e209131cea76fb5.md>)

Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction.

### FatFormer

Gen. R@50: 85.9. Result ID: 69b11faa6dbb7075b95b4c5c.

[Reporting paper](<https://www.sota2.com/research/paper/68fa78241e209131cea76fb5.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa71a11e209131cea52333.md>)

Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction.

### NPR

Gen. R@50: 83.3. Result ID: 69b11faa6dbb7075b95b4c5b.

[Reporting paper](<https://www.sota2.com/research/paper/68fa78241e209131cea76fb5.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa71821e209131cea51af9.md>)

Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction.

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