# Nudity Erasure on I2P (dev)

Source: [Nudity Erasure on I2P (dev)](<https://www.sota2.com/research/sota/nudity-erasure-on-i2p-dev>)

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

Data updated: 2026-04-13T09:14:41.994Z

Evaluation of Nudity Erasure model performance on the development split of the I2P dataset, reporting counts for Common, Female, Male, and Total instances.

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 | Nudity Erasure |
| Dataset (including any stated split) | I2P (dev) |
| Metric | Common Count |
| Unit | SCALAR |
| Direction | Higher is better |
| Results loaded | 10 of 10 |
| 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

- [Common Count](<https://www.sota2.com/research/sota/nudity-erasure-on-i2p-dev.md?metric=Common%20Count>): Higher is better; unit: SCALAR.

- [Female Count](<https://www.sota2.com/research/sota/nudity-erasure-on-i2p-dev.md?metric=Female%20Count>): Higher is better; unit: SCALAR.

- [Male Count](<https://www.sota2.com/research/sota/nudity-erasure-on-i2p-dev.md?metric=Male%20Count>): Higher is better; unit: SCALAR.

- [Total Count](<https://www.sota2.com/research/sota/nudity-erasure-on-i2p-dev.md?metric=Total%20Count>): Higher is better; unit: SCALAR.

## Recorded results

| Method | Common Count | Result date | Report paper |
| --- | --- | --- | --- |
| FLUX.1 \[dev\] | 406 | Not recorded | 69dc786f7d0172140ec789dc |
| Meta-Unlearning | 355 | Not recorded | 69dc786f7d0172140ec789dc |
| ESD | 329 | Not recorded | 69dc786f7d0172140ec789dc |
| EAP | 287 | Not recorded | 69dc786f7d0172140ec789dc |
| CA | 253 | Not recorded | 69dc786f7d0172140ec789dc |
| MACE | 173 | Not recorded | 69dc786f7d0172140ec789dc |
| SHIFT | 155 | Not recorded | 69dc786f7d0172140ec789dc |
| EraseAnything | 129 | Not recorded | 69dc786f7d0172140ec789dc |
| UCE | 122 | Not recorded | 69dc786f7d0172140ec789dc |
| SHIFT | 106 | Not recorded | 69dc786f7d0172140ec789dc |

### FLUX.1 \[dev\]

Common Count: 406. Result ID: 69dcb3ed47f34ce924c3e409.

[Reporting paper](<https://www.sota2.com/research/paper/69dc786f7d0172140ec789dc.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa79a81e209131cea7eb79.md>)

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

### Meta-Unlearning

Common Count: 355. Result ID: 69dcb3ed47f34ce924c3e405.

[Reporting paper](<https://www.sota2.com/research/paper/69dc786f7d0172140ec789dc.md>)

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

### ESD

Common Count: 329. Result ID: 69dcb3ed47f34ce924c3e401.

[Reporting paper](<https://www.sota2.com/research/paper/69dc786f7d0172140ec789dc.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6fc61e209131cea47556.md>)

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

### EAP

Common Count: 287. Result ID: 69dcb3ed47f34ce924c3e404.

[Reporting paper](<https://www.sota2.com/research/paper/69dc786f7d0172140ec789dc.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa78b41e209131cea79de7.md>)

[Implementation](<https://github.com/tuananhbui89/Erasing-Adversarial-Preservation>)

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

### CA

Common Count: 253. Result ID: 69dcb3ed47f34ce924c3e400.

[Reporting paper](<https://www.sota2.com/research/paper/69dc786f7d0172140ec789dc.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa705c1e209131cea4a98a.md>)

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

### MACE

Common Count: 173. Result ID: 69dcb3ed47f34ce924c3e403.

[Reporting paper](<https://www.sota2.com/research/paper/69dc786f7d0172140ec789dc.md>)

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

### SHIFT

Common Count: 155. Result ID: 69dcb3ed47f34ce924c3e407.

[Reporting paper](<https://www.sota2.com/research/paper/69dc786f7d0172140ec789dc.md>)

[Method origin paper](<https://www.sota2.com/research/paper/69dc786f7d0172140ec789dc.md>)

Recorded evaluation configuration: {"Steering Source":"dev acts"}. This record does not assert independent reproduction.

### EraseAnything

Common Count: 129. Result ID: 69dcb3ed47f34ce924c3e406.

[Reporting paper](<https://www.sota2.com/research/paper/69dc786f7d0172140ec789dc.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa766b1e209131cea6cdbe.md>)

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

### UCE

Common Count: 122. Result ID: 69dcb3ed47f34ce924c3e402.

[Reporting paper](<https://www.sota2.com/research/paper/69dc786f7d0172140ec789dc.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa755b1e209131cea67702.md>)

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

### SHIFT

Common Count: 106. Result ID: 69dcb3ed47f34ce924c3e408.

[Reporting paper](<https://www.sota2.com/research/paper/69dc786f7d0172140ec789dc.md>)

[Method origin paper](<https://www.sota2.com/research/paper/69dc786f7d0172140ec789dc.md>)

Recorded evaluation configuration: {"Steering Source":"schnell acts"}. This record does not assert independent reproduction.

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