# Nudity Unlearning on I2P (Anatomical Counts & Quality Metrics)

Source: [Nudity Unlearning on I2P (Anatomical Counts & Quality Metrics)](<https://www.sota2.com/research/sota/nudity-unlearning-on-i2p-anatomical-counts-and-quality-metrics>)

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

Data updated: 2026-07-01T08:23:36.420Z

Evaluation of model performance on Nudity Unlearning using the I2P dataset, focusing on success counts across specific anatomical regions (Armpits, Breasts, Genitalia) and image quality metrics (CLIPScore, FID).

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 unlearning |
| Dataset (including any stated split) | I2P |
| Metric | Armpits Count |
| Unit | SCALAR |
| Direction | Higher is better |
| Results loaded | 33 of 33 |
| 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

- [Armpits Count](<https://www.sota2.com/research/sota/nudity-unlearning-on-i2p-anatomical-counts-and-quality-metrics.md?metric=Armpits%20Count>): Higher is better; unit: SCALAR.

- [Belly Count](<https://www.sota2.com/research/sota/nudity-unlearning-on-i2p-anatomical-counts-and-quality-metrics.md?metric=Belly%20Count>): Higher is better; unit: SCALAR.

- [Buttocks Count](<https://www.sota2.com/research/sota/nudity-unlearning-on-i2p-anatomical-counts-and-quality-metrics.md?metric=Buttocks%20Count>): Higher is better; unit: SCALAR.

- [Feet Count](<https://www.sota2.com/research/sota/nudity-unlearning-on-i2p-anatomical-counts-and-quality-metrics.md?metric=Feet%20Count>): Higher is better; unit: SCALAR.

- [Female Breasts Count](<https://www.sota2.com/research/sota/nudity-unlearning-on-i2p-anatomical-counts-and-quality-metrics.md?metric=Female%20Breasts%20Count>): Higher is better; unit: SCALAR.

- [Female Genitalia Count](<https://www.sota2.com/research/sota/nudity-unlearning-on-i2p-anatomical-counts-and-quality-metrics.md?metric=Female%20Genitalia%20Count>): Higher is better; unit: SCALAR.

- [Male Breasts Count](<https://www.sota2.com/research/sota/nudity-unlearning-on-i2p-anatomical-counts-and-quality-metrics.md?metric=Male%20Breasts%20Count>): Higher is better; unit: SCALAR.

- [Male Genitalia Count](<https://www.sota2.com/research/sota/nudity-unlearning-on-i2p-anatomical-counts-and-quality-metrics.md?metric=Male%20Genitalia%20Count>): Higher is better; unit: SCALAR.

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

- [CLIPScore](<https://www.sota2.com/research/sota/nudity-unlearning-on-i2p-anatomical-counts-and-quality-metrics.md?metric=CLIPScore>): Higher is better; unit: SCALAR.

- [FID](<https://www.sota2.com/research/sota/nudity-unlearning-on-i2p-anatomical-counts-and-quality-metrics.md?metric=FID>): Lower is better; unit: SCALAR.

## Recorded results

| Method | Armpits Count | Result date | Report paper |
| --- | --- | --- | --- |
| CA | 153 | Not recorded | 68fa7b911e209131cea892a0 |
| CA | 153 | Not recorded | 6a449f15e0224bd4f49931b6 |
| SD v1.4 | 148 | Not recorded | 68fa7b911e209131cea892a0 |
| SD v1.4 | 148 | Not recorded | 6a449f15e0224bd4f49931b6 |
| SD v2.1 | 105 | Not recorded | 68fa7b911e209131cea892a0 |
| SD v2.1 | 105 | Not recorded | 6a449f15e0224bd4f49931b6 |
| ESD-x | 59 | Not recorded | 68fa7b911e209131cea892a0 |
| ESD-x | 59 | Not recorded | 6a449f15e0224bd4f49931b6 |
| Receler | 48 | Not recorded | 68fa7b911e209131cea892a0 |
| Receler | 48 | Not recorded | 6a449f15e0224bd4f49931b6 |
| SLD-M | 47 | Not recorded | 68fa7b911e209131cea892a0 |
| SLD-M | 47 | Not recorded | 6a449f15e0224bd4f49931b6 |
| FMN | 43 | Not recorded | 68fa7b911e209131cea892a0 |
| FMN | 43 | Not recorded | 6a449f15e0224bd4f49931b6 |
| ESD-u | 32 | Not recorded | 68fa7b911e209131cea892a0 |
| ESD-u | 32 | Not recorded | 6a449f15e0224bd4f49931b6 |
| UCE | 29 | Not recorded | 68fa7b911e209131cea892a0 |
| UCE | 29 | Not recorded | 6a449f15e0224bd4f49931b6 |
| MACE | 17 | Not recorded | 68fa7b911e209131cea892a0 |
| MACE | 17 | Not recorded | 6a449f15e0224bd4f49931b6 |
| CPE | 10 | Not recorded | 68fa7b911e209131cea892a0 |
| CPE | 10 | Not recorded | 6a449f15e0224bd4f49931b6 |
| AdvUn | 8 | Not recorded | 68fa7b911e209131cea892a0 |
| AdvUn | 8 | Not recorded | 6a449f15e0224bd4f49931b6 |
| SAeUron | 7 | Not recorded | 68fa7b911e209131cea892a0 |
| SAEmnesia | 7 | Not recorded | 68fa7b911e209131cea892a0 |
| SAeUron | 7 | Not recorded | 6a449f15e0224bd4f49931b6 |
| SAEmnesia | 7 | Not recorded | 6a449f15e0224bd4f49931b6 |
| SAEmnesia | 7 | Not recorded | 6a449f15e0224bd4f49931b6 |
| SAeUron | 2 | Not recorded | 6a449f15e0224bd4f49931b6 |
| SAEmnesia-top2 | 2 | Not recorded | 6a449f15e0224bd4f49931b6 |
| SAEMNESIA-TOP2 | 1 | Not recorded | 68fa7b911e209131cea892a0 |
| SAEmnesia-top2 | 1 | Not recorded | 6a449f15e0224bd4f49931b6 |

### CA

Armpits Count: 153. Result ID: 6a1d4d54fbc373592c16bf00.

[Reporting paper](<https://www.sota2.com/research/paper/68fa7b911e209131cea892a0.md>)

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

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

### CA

Armpits Count: 153. Result ID: 6a44ce8773d097d845bf57f6.

[Reporting paper](<https://www.sota2.com/research/paper/6a449f15e0224bd4f49931b6.md>)

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

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

### SD v1.4

Armpits Count: 148. Result ID: 6a1d4d54fbc373592c16bf0c.

[Reporting paper](<https://www.sota2.com/research/paper/68fa7b911e209131cea892a0.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6c391e209131cea32e4a.md>)

[Implementation](<https://github.com/CompVis/latent-diffusion>)

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

### SD v1.4

Armpits Count: 148. Result ID: 6a44ce8773d097d845bf5805.

[Reporting paper](<https://www.sota2.com/research/paper/6a449f15e0224bd4f49931b6.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6c391e209131cea32e4a.md>)

[Implementation](<https://github.com/CompVis/latent-diffusion>)

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

### SD v2.1

Armpits Count: 105. Result ID: 6a1d4d54fbc373592c16bf0d.

[Reporting paper](<https://www.sota2.com/research/paper/68fa7b911e209131cea892a0.md>)

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

### SD v2.1

Armpits Count: 105. Result ID: 6a44ce8773d097d845bf5806.

[Reporting paper](<https://www.sota2.com/research/paper/6a449f15e0224bd4f49931b6.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6c391e209131cea32e4a.md>)

[Implementation](<https://github.com/CompVis/latent-diffusion>)

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

### ESD-x

Armpits Count: 59. Result ID: 6a1d4d54fbc373592c16bf07.

[Reporting paper](<https://www.sota2.com/research/paper/68fa7b911e209131cea892a0.md>)

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

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

### ESD-x

Armpits Count: 59. Result ID: 6a44ce8773d097d845bf57fd.

[Reporting paper](<https://www.sota2.com/research/paper/6a449f15e0224bd4f49931b6.md>)

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

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

### Receler

Armpits Count: 48. Result ID: 6a1d4d54fbc373592c16bf02.

[Reporting paper](<https://www.sota2.com/research/paper/68fa7b911e209131cea892a0.md>)

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

### Receler

Armpits Count: 48. Result ID: 6a44ce8773d097d845bf57f8.

[Reporting paper](<https://www.sota2.com/research/paper/6a449f15e0224bd4f49931b6.md>)

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

### SLD-M

Armpits Count: 47. Result ID: 6a1d4d54fbc373592c16bf06.

[Reporting paper](<https://www.sota2.com/research/paper/68fa7b911e209131cea892a0.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6f231e209131cea43f5d.md>)

[Implementation](<https://huggingface.co/docs/diffusers/api/pipelines/stable_diffusion_safe>)

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

### SLD-M

Armpits Count: 47. Result ID: 6a44ce8773d097d845bf57fc.

[Reporting paper](<https://www.sota2.com/research/paper/6a449f15e0224bd4f49931b6.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6f231e209131cea43f5d.md>)

[Implementation](<https://huggingface.co/docs/diffusers/api/pipelines/stable_diffusion_safe>)

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

### FMN

Armpits Count: 43. Result ID: 6a1d4d54fbc373592c16beff.

[Reporting paper](<https://www.sota2.com/research/paper/68fa7b911e209131cea892a0.md>)

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

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

### FMN

Armpits Count: 43. Result ID: 6a44ce8773d097d845bf57f5.

[Reporting paper](<https://www.sota2.com/research/paper/6a449f15e0224bd4f49931b6.md>)

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

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

### ESD-u

Armpits Count: 32. Result ID: 6a1d4d54fbc373592c16bf08.

[Reporting paper](<https://www.sota2.com/research/paper/68fa7b911e209131cea892a0.md>)

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

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

### ESD-u

Armpits Count: 32. Result ID: 6a44ce8773d097d845bf57fe.

[Reporting paper](<https://www.sota2.com/research/paper/6a449f15e0224bd4f49931b6.md>)

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

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

### UCE

Armpits Count: 29. Result ID: 6a1d4d54fbc373592c16bf05.

[Reporting paper](<https://www.sota2.com/research/paper/68fa7b911e209131cea892a0.md>)

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

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

### UCE

Armpits Count: 29. Result ID: 6a44ce8773d097d845bf57fb.

[Reporting paper](<https://www.sota2.com/research/paper/6a449f15e0224bd4f49931b6.md>)

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

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

### MACE

Armpits Count: 17. Result ID: 6a1d4d54fbc373592c16bf03.

[Reporting paper](<https://www.sota2.com/research/paper/68fa7b911e209131cea892a0.md>)

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

### MACE

Armpits Count: 17. Result ID: 6a44ce8773d097d845bf57f9.

[Reporting paper](<https://www.sota2.com/research/paper/6a449f15e0224bd4f49931b6.md>)

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

### CPE

Armpits Count: 10. Result ID: 6a1d4d54fbc373592c16bf04.

[Reporting paper](<https://www.sota2.com/research/paper/68fa7b911e209131cea892a0.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa736b1e209131cea5c5f5.md>)

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

### CPE

Armpits Count: 10. Result ID: 6a44ce8773d097d845bf57fa.

[Reporting paper](<https://www.sota2.com/research/paper/6a449f15e0224bd4f49931b6.md>)

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

### AdvUn

Armpits Count: 8. Result ID: 6a1d4d54fbc373592c16bf01.

[Reporting paper](<https://www.sota2.com/research/paper/68fa7b911e209131cea892a0.md>)

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

### AdvUn

Armpits Count: 8. Result ID: 6a44ce8773d097d845bf57f7.

[Reporting paper](<https://www.sota2.com/research/paper/6a449f15e0224bd4f49931b6.md>)

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

### SAeUron

Armpits Count: 7. Result ID: 6a1d4d54fbc373592c16bf09.

[Reporting paper](<https://www.sota2.com/research/paper/68fa7b911e209131cea892a0.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa78bc1e209131cea7a1f9.md>)

Recorded evaluation configuration: {"latents steered":"205"}. This record does not assert independent reproduction.

### SAEmnesia

Armpits Count: 7. Result ID: 6a1d4d54fbc373592c16bf0a.

[Reporting paper](<https://www.sota2.com/research/paper/68fa7b911e209131cea892a0.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa7b911e209131cea892a0.md>)

Recorded evaluation configuration: {"latents steered":"1","multiplier":"-49"}. This record does not assert independent reproduction.

### SAeUron

Armpits Count: 7. Result ID: 6a44ce8773d097d845bf57ff.

[Reporting paper](<https://www.sota2.com/research/paper/6a449f15e0224bd4f49931b6.md>)

[Method origin paper](<https://www.sota2.com/research/paper/6a449f15e0224bd4f49931b6.md>)

Recorded evaluation configuration: {"SAE-based":"true"}. This record does not assert independent reproduction.

### SAEmnesia

Armpits Count: 7. Result ID: 6a44ce8773d097d845bf5801.

[Reporting paper](<https://www.sota2.com/research/paper/6a449f15e0224bd4f49931b6.md>)

[Method origin paper](<https://www.sota2.com/research/paper/6a449f15e0224bd4f49931b6.md>)

Recorded evaluation configuration: {"SAE-based":"true"}. This record does not assert independent reproduction.

### SAEmnesia

Armpits Count: 7. Result ID: 6a44ce8773d097d845bf5802.

[Reporting paper](<https://www.sota2.com/research/paper/6a449f15e0224bd4f49931b6.md>)

[Method origin paper](<https://www.sota2.com/research/paper/6a449f15e0224bd4f49931b6.md>)

Recorded evaluation configuration: {"SAE-based":"true","PER":"true"}. This record does not assert independent reproduction.

### SAeUron

Armpits Count: 2. Result ID: 6a44ce8773d097d845bf5800.

[Reporting paper](<https://www.sota2.com/research/paper/6a449f15e0224bd4f49931b6.md>)

[Method origin paper](<https://www.sota2.com/research/paper/6a449f15e0224bd4f49931b6.md>)

Recorded evaluation configuration: {"SAE-based":"true","PER":"true"}. This record does not assert independent reproduction.

### SAEmnesia-top2

Armpits Count: 2. Result ID: 6a44ce8773d097d845bf5804.

[Reporting paper](<https://www.sota2.com/research/paper/6a449f15e0224bd4f49931b6.md>)

[Method origin paper](<https://www.sota2.com/research/paper/6a449f15e0224bd4f49931b6.md>)

Recorded evaluation configuration: {"SAE-based":"true","PER":"true"}. This record does not assert independent reproduction.

### SAEMNESIA-TOP2

Armpits Count: 1. Result ID: 6a1d4d54fbc373592c16bf0b.

[Reporting paper](<https://www.sota2.com/research/paper/68fa7b911e209131cea892a0.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa7b911e209131cea892a0.md>)

Recorded evaluation configuration: {"latents steered":"2","multiplier":"-600"}. This record does not assert independent reproduction.

### SAEmnesia-top2

Armpits Count: 1. Result ID: 6a44ce8773d097d845bf5803.

[Reporting paper](<https://www.sota2.com/research/paper/6a449f15e0224bd4f49931b6.md>)

[Method origin paper](<https://www.sota2.com/research/paper/6a449f15e0224bd4f49931b6.md>)

Recorded evaluation configuration: {"SAE-based":"true"}. This record does not assert independent reproduction.

Page 1 of 1. This is an index page, not the full collection.