# Style Unlearning on Artistic Styles SD v1.4 (test)

Source: [Style Unlearning on Artistic Styles SD v1.4 (test)](<https://www.sota2.com/research/sota/style-unlearning-on-artistic-styles-sd-v1-4-test>)

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

Data updated: 2026-06-02T11:27:04.328Z

Evaluation of Style Unlearning performance on the Artistic Styles SD v1.4 test set, reporting metrics related to erasure (e.g., ERASE ACC) and preservation (e.g., PRESERVE ACC).

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 | Style Unlearning |
| Dataset (including any stated split) | Artistic Styles SD v1.4 (test) |
| Metric | ERASE FID |
| Unit | SCALAR |
| Direction | Lower is better |
| Results loaded | 16 of 16 |
| 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

- [ERASE FID](<https://www.sota2.com/research/sota/style-unlearning-on-artistic-styles-sd-v1-4-test.md?metric=ERASE%20FID>): Lower is better; unit: SCALAR.

- [ERASE LPIPS](<https://www.sota2.com/research/sota/style-unlearning-on-artistic-styles-sd-v1-4-test.md?metric=ERASE%20LPIPS>): Lower is better; unit: SCALAR.

- [ERASE ACC](<https://www.sota2.com/research/sota/style-unlearning-on-artistic-styles-sd-v1-4-test.md?metric=ERASE%20ACC>): Higher is better; unit: PERCENT.

- [PRESERVE FID](<https://www.sota2.com/research/sota/style-unlearning-on-artistic-styles-sd-v1-4-test.md?metric=PRESERVE%20FID>): Lower is better; unit: SCALAR.

- [PRESERVE LPIPS](<https://www.sota2.com/research/sota/style-unlearning-on-artistic-styles-sd-v1-4-test.md?metric=PRESERVE%20LPIPS>): Lower is better; unit: SCALAR.

- [PRESERVE ACC](<https://www.sota2.com/research/sota/style-unlearning-on-artistic-styles-sd-v1-4-test.md?metric=PRESERVE%20ACC>): Higher is better; unit: PERCENT.

- [Total ΔACC](<https://www.sota2.com/research/sota/style-unlearning-on-artistic-styles-sd-v1-4-test.md?metric=Total%20%CE%94ACC>): Higher is better; unit: PERCENT.

## Recorded results

| Method | ERASE FID | Result date | Report paper |
| --- | --- | --- | --- |
| ORI | 0 | Not recorded | 6a1e63e0dbd7150506f854f4 |
| ABC | 244.3 | Not recorded | 6a1e63e0dbd7150506f854f4 |
| ABC | 246.6 | Not recorded | 6a1e63e0dbd7150506f854f4 |
| RECE | 255 | Not recorded | 6a1e63e0dbd7150506f854f4 |
| UCE | 256.9 | Not recorded | 6a1e63e0dbd7150506f854f4 |
| SDD | 258.7 | Not recorded | 6a1e63e0dbd7150506f854f4 |
| ESD | 261.6 | Not recorded | 6a1e63e0dbd7150506f854f4 |
| ABO | 265.7 | Not recorded | 6a1e63e0dbd7150506f854f4 |
| UCE | 272.4 | Not recorded | 6a1e63e0dbd7150506f854f4 |
| FMN | 272.8 | Not recorded | 6a1e63e0dbd7150506f854f4 |
| RECE | 273.1 | Not recorded | 6a1e63e0dbd7150506f854f4 |
| SDD | 280.2 | Not recorded | 6a1e63e0dbd7150506f854f4 |
| FMN | 281 | Not recorded | 6a1e63e0dbd7150506f854f4 |
| ESD | 283.4 | Not recorded | 6a1e63e0dbd7150506f854f4 |
| CoreUnlearn | 294.2 | Not recorded | 6a1e63e0dbd7150506f854f4 |
| ABO | 296.8 | Not recorded | 6a1e63e0dbd7150506f854f4 |

### ORI

ERASE FID: 0. Result ID: 6a1ebd25fbc373592c19f57f.

[Reporting paper](<https://www.sota2.com/research/paper/6a1e63e0dbd7150506f854f4.md>)

Recorded evaluation configuration: {"RDS (Reference Drift Suppression)":"N/A"}. This record does not assert independent reproduction.

### ABC

ERASE FID: 244.3. Result ID: 6a1ebd25fbc373592c19f58c.

[Reporting paper](<https://www.sota2.com/research/paper/6a1e63e0dbd7150506f854f4.md>)

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

Recorded evaluation configuration: {"RDS (Reference Drift Suppression)":"Enabled"}. This record does not assert independent reproduction.

### ABC

ERASE FID: 246.6. Result ID: 6a1ebd25fbc373592c19f585.

[Reporting paper](<https://www.sota2.com/research/paper/6a1e63e0dbd7150506f854f4.md>)

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

Recorded evaluation configuration: {"RDS (Reference Drift Suppression)":"Disabled"}. This record does not assert independent reproduction.

### RECE

ERASE FID: 255. Result ID: 6a1ebd25fbc373592c19f58b.

[Reporting paper](<https://www.sota2.com/research/paper/6a1e63e0dbd7150506f854f4.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa756f1e209131cea67e49.md>)

Recorded evaluation configuration: {"RDS (Reference Drift Suppression)":"Enabled"}. This record does not assert independent reproduction.

### UCE

ERASE FID: 256.9. Result ID: 6a1ebd25fbc373592c19f583.

[Reporting paper](<https://www.sota2.com/research/paper/6a1e63e0dbd7150506f854f4.md>)

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

Recorded evaluation configuration: {"RDS (Reference Drift Suppression)":"Disabled"}. This record does not assert independent reproduction.

### SDD

ERASE FID: 258.7. Result ID: 6a1ebd25fbc373592c19f581.

[Reporting paper](<https://www.sota2.com/research/paper/6a1e63e0dbd7150506f854f4.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa70091e209131cea48bef.md>)

Recorded evaluation configuration: {"RDS (Reference Drift Suppression)":"Disabled"}. This record does not assert independent reproduction.

### ESD

ERASE FID: 261.6. Result ID: 6a1ebd25fbc373592c19f582.

[Reporting paper](<https://www.sota2.com/research/paper/6a1e63e0dbd7150506f854f4.md>)

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

Recorded evaluation configuration: {"RDS (Reference Drift Suppression)":"Disabled"}. This record does not assert independent reproduction.

### ABO

ERASE FID: 265.7. Result ID: 6a1ebd25fbc373592c19f58d.

[Reporting paper](<https://www.sota2.com/research/paper/6a1e63e0dbd7150506f854f4.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa71841e209131cea51b94.md>)

Recorded evaluation configuration: {"RDS (Reference Drift Suppression)":"Enabled"}. This record does not assert independent reproduction.

### UCE

ERASE FID: 272.4. Result ID: 6a1ebd25fbc373592c19f58a.

[Reporting paper](<https://www.sota2.com/research/paper/6a1e63e0dbd7150506f854f4.md>)

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

Recorded evaluation configuration: {"RDS (Reference Drift Suppression)":"Enabled"}. This record does not assert independent reproduction.

### FMN

ERASE FID: 272.8. Result ID: 6a1ebd25fbc373592c19f580.

[Reporting paper](<https://www.sota2.com/research/paper/6a1e63e0dbd7150506f854f4.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6ef41e209131cea43246.md>)

Recorded evaluation configuration: {"RDS (Reference Drift Suppression)":"Disabled"}. This record does not assert independent reproduction.

### RECE

ERASE FID: 273.1. Result ID: 6a1ebd25fbc373592c19f584.

[Reporting paper](<https://www.sota2.com/research/paper/6a1e63e0dbd7150506f854f4.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa756f1e209131cea67e49.md>)

Recorded evaluation configuration: {"RDS (Reference Drift Suppression)":"Disabled"}. This record does not assert independent reproduction.

### SDD

ERASE FID: 280.2. Result ID: 6a1ebd25fbc373592c19f588.

[Reporting paper](<https://www.sota2.com/research/paper/6a1e63e0dbd7150506f854f4.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa70091e209131cea48bef.md>)

Recorded evaluation configuration: {"RDS (Reference Drift Suppression)":"Enabled"}. This record does not assert independent reproduction.

### FMN

ERASE FID: 281. Result ID: 6a1ebd25fbc373592c19f587.

[Reporting paper](<https://www.sota2.com/research/paper/6a1e63e0dbd7150506f854f4.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6ef41e209131cea43246.md>)

Recorded evaluation configuration: {"RDS (Reference Drift Suppression)":"Enabled"}. This record does not assert independent reproduction.

### ESD

ERASE FID: 283.4. Result ID: 6a1ebd25fbc373592c19f589.

[Reporting paper](<https://www.sota2.com/research/paper/6a1e63e0dbd7150506f854f4.md>)

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

Recorded evaluation configuration: {"RDS (Reference Drift Suppression)":"Enabled"}. This record does not assert independent reproduction.

### CoreUnlearn

ERASE FID: 294.2. Result ID: 6a1ebd25fbc373592c19f58e.

[Reporting paper](<https://www.sota2.com/research/paper/6a1e63e0dbd7150506f854f4.md>)

[Method origin paper](<https://www.sota2.com/research/paper/6a1e63e0dbd7150506f854f4.md>)

Recorded evaluation configuration: {"RDS (Reference Drift Suppression)":"Enabled"}. This record does not assert independent reproduction.

### ABO

ERASE FID: 296.8. Result ID: 6a1ebd25fbc373592c19f586.

[Reporting paper](<https://www.sota2.com/research/paper/6a1e63e0dbd7150506f854f4.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa71841e209131cea51b94.md>)

Recorded evaluation configuration: {"RDS (Reference Drift Suppression)":"Disabled"}. This record does not assert independent reproduction.

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