# Concrete Object Erasure on Pikachu Concrete Object Erasure

Source: [Concrete Object Erasure on Pikachu Concrete Object Erasure](<https://www.sota2.com/research/sota/concrete-object-erasure-on-pikachu-concrete-object-erasure>)

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

Data updated: 2026-04-13T09:14:42.132Z

Evaluation of Concrete Object Erasure performance on the Pikachu Concrete Object Erasure dataset, measured by CS and 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 | Concrete Object Erasure |
| Dataset (including any stated split) | Pikachu Concrete Object Erasure |
| Metric | CS |
| Unit | SCALAR |
| 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

- [CS](<https://www.sota2.com/research/sota/concrete-object-erasure-on-pikachu-concrete-object-erasure.md?metric=CS>): Higher is better; unit: SCALAR.

- [FID](<https://www.sota2.com/research/sota/concrete-object-erasure-on-pikachu-concrete-object-erasure.md?metric=FID>): Lower is better; unit: SCALAR.

## Recorded results

| Method | CS | Result date | Report paper |
| --- | --- | --- | --- |
| ESD | 26.81 | Not recorded | 69dc786f7d0172140ec789dc |
| SHIFT | 25.14 | Not recorded | 69dc786f7d0172140ec789dc |
| FLUX.1 \[dev\] | 18.81 | Not recorded | 69dc786f7d0172140ec789dc |

### ESD

CS: 26.81. Result ID: 69dcb3ed47f34ce924c3e421.

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

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

Recorded evaluation configuration: {"Base Model":"Flux.1\[schnell\]"}. This record does not assert independent reproduction.

### SHIFT

CS: 25.14. Result ID: 69dcb3ed47f34ce924c3e422.

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

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

Recorded evaluation configuration: {"Base Model":"Flux.1\[schnell\]","Activation Source":"dev acts"}. This record does not assert independent reproduction.

### FLUX.1 \[dev\]

CS: 18.81. Result ID: 69dcb3ed47f34ce924c3e423.

[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.

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