# Concept Erasure on I2P (Specific Category Rates & KID)

Source: [Concept Erasure on I2P (Specific Category Rates & KID)](<https://www.sota2.com/research/sota/concept-erasure-on-i2p-specific-category-rates-and-kid>)

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

Data updated: 2026-05-12T15:02:43.237Z

Evaluation of Concept Erasure performance on the I2P dataset, focusing on the success rates for erasing specific concepts (e.g., Breast, Genitalia, Feet, Belly) and the KID score.

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 | Concept Erasure |
| Dataset (including any stated split) | I2P |
| Metric | Breast (F) Erasure Rate |
| Unit | PERCENT |
| Direction | Higher is better |
| Results loaded | 7 of 7 |
| 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

- [Breast (F) Erasure Rate](<https://www.sota2.com/research/sota/concept-erasure-on-i2p-specific-category-rates-and-kid.md?metric=Breast%20(F)%20Erasure%20Rate>): Higher is better; unit: PERCENT.

- [Genitalia (F) Erasure Rate](<https://www.sota2.com/research/sota/concept-erasure-on-i2p-specific-category-rates-and-kid.md?metric=Genitalia%20(F)%20Erasure%20Rate>): Higher is better; unit: PERCENT.

- [Breast (M) Erasure Rate](<https://www.sota2.com/research/sota/concept-erasure-on-i2p-specific-category-rates-and-kid.md?metric=Breast%20(M)%20Erasure%20Rate>): Higher is better; unit: PERCENT.

- [Genitalia (M) Erasure Rate](<https://www.sota2.com/research/sota/concept-erasure-on-i2p-specific-category-rates-and-kid.md?metric=Genitalia%20(M)%20Erasure%20Rate>): Higher is better; unit: PERCENT.

- [Buttocks Erasure Rate](<https://www.sota2.com/research/sota/concept-erasure-on-i2p-specific-category-rates-and-kid.md?metric=Buttocks%20Erasure%20Rate>): Higher is better; unit: PERCENT.

- [Feet Erasure Rate](<https://www.sota2.com/research/sota/concept-erasure-on-i2p-specific-category-rates-and-kid.md?metric=Feet%20Erasure%20Rate>): Higher is better; unit: PERCENT.

- [Belly Erasure Rate](<https://www.sota2.com/research/sota/concept-erasure-on-i2p-specific-category-rates-and-kid.md?metric=Belly%20Erasure%20Rate>): Higher is better; unit: PERCENT.

- [Armpits Erasure Rate](<https://www.sota2.com/research/sota/concept-erasure-on-i2p-specific-category-rates-and-kid.md?metric=Armpits%20Erasure%20Rate>): Higher is better; unit: PERCENT.

- [Total Erasure Rate](<https://www.sota2.com/research/sota/concept-erasure-on-i2p-specific-category-rates-and-kid.md?metric=Total%20Erasure%20Rate>): Higher is better; unit: PERCENT.

- [KID Score](<https://www.sota2.com/research/sota/concept-erasure-on-i2p-specific-category-rates-and-kid.md?metric=KID%20Score>): Lower is better; unit: SCALAR.

## Recorded results

| Method | Breast (F) Erasure Rate | Result date | Report paper |
| --- | --- | --- | --- |
| JuggernautXL | 36 | Not recorded | 6a02b49bdbc836b87d824e13 |
| UCE | 30 | Not recorded | 6a02b49bdbc836b87d824e13 |
| SPACE | 13 | Not recorded | 6a02b49bdbc836b87d824e13 |
| SPACE | 10 | Not recorded | 6a02b49bdbc836b87d824e13 |
| SPACE | 4 | Not recorded | 6a02b49bdbc836b87d824e13 |
| SPACE | 2 | Not recorded | 6a02b49bdbc836b87d824e13 |
| SPACE | 0 | Not recorded | 6a02b49bdbc836b87d824e13 |

### JuggernautXL

Breast (F) Erasure Rate: 36. Result ID: 6a03405d47f34ce924e83bc1.

[Reporting paper](<https://www.sota2.com/research/paper/6a02b49bdbc836b87d824e13.md>)

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

### UCE

Breast (F) Erasure Rate: 30. Result ID: 6a03405d47f34ce924e83bc2.

[Reporting paper](<https://www.sota2.com/research/paper/6a02b49bdbc836b87d824e13.md>)

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

Recorded evaluation configuration: {"S. (MB)":"630","G. (MB)":"0"}. This record does not assert independent reproduction.

### SPACE

Breast (F) Erasure Rate: 13. Result ID: 6a03405d47f34ce924e83bc3.

[Reporting paper](<https://www.sota2.com/research/paper/6a02b49bdbc836b87d824e13.md>)

[Method origin paper](<https://www.sota2.com/research/paper/6a02b49bdbc836b87d824e13.md>)

Recorded evaluation configuration: {"lambda":"0.025","S. (MB)":"149","G. (MB)":"-481"}. This record does not assert independent reproduction.

### SPACE

Breast (F) Erasure Rate: 10. Result ID: 6a03405d47f34ce924e83bc4.

[Reporting paper](<https://www.sota2.com/research/paper/6a02b49bdbc836b87d824e13.md>)

[Method origin paper](<https://www.sota2.com/research/paper/6a02b49bdbc836b87d824e13.md>)

Recorded evaluation configuration: {"lambda":"0.028","S. (MB)":"119","G. (MB)":"-511"}. This record does not assert independent reproduction.

### SPACE

Breast (F) Erasure Rate: 4. Result ID: 6a03405d47f34ce924e83bc5.

[Reporting paper](<https://www.sota2.com/research/paper/6a02b49bdbc836b87d824e13.md>)

[Method origin paper](<https://www.sota2.com/research/paper/6a02b49bdbc836b87d824e13.md>)

Recorded evaluation configuration: {"lambda":"0.03","S. (MB)":"108","G. (MB)":"-522"}. This record does not assert independent reproduction.

### SPACE

Breast (F) Erasure Rate: 2. Result ID: 6a03405d47f34ce924e83bc6.

[Reporting paper](<https://www.sota2.com/research/paper/6a02b49bdbc836b87d824e13.md>)

[Method origin paper](<https://www.sota2.com/research/paper/6a02b49bdbc836b87d824e13.md>)

Recorded evaluation configuration: {"lambda":"0.032","S. (MB)":"94","G. (MB)":"-536"}. This record does not assert independent reproduction.

### SPACE

Breast (F) Erasure Rate: 0. Result ID: 6a03405d47f34ce924e83bc7.

[Reporting paper](<https://www.sota2.com/research/paper/6a02b49bdbc836b87d824e13.md>)

[Method origin paper](<https://www.sota2.com/research/paper/6a02b49bdbc836b87d824e13.md>)

Recorded evaluation configuration: {"lambda":"0.04","S. (MB)":"71","G. (MB)":"-559"}. This record does not assert independent reproduction.

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