# Image Classification on ImageNet-1K (forget set (Df))

Source: [Image Classification on ImageNet-1K (forget set (Df))](<https://www.sota2.com/research/sota/image-classification-on-imagenet-1k-forget-set-df>)

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

Data updated: 2026-03-16T10:00:07.675Z

Evaluation of Image Classification performance on the ImageNet-1K dataset, specifically measuring machine unlearning effectiveness on the designated 'forget set (Df)' using the Unlearning Score metric.

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 | Image Classification |
| Dataset (including any stated split) | ImageNet-1K forget set (Df) |
| Metric | Unlearning Score |
| Unit | PERCENT |
| Direction | Higher is better |
| Results loaded | 1 of 1 |
| 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

- [Unlearning Score](<https://www.sota2.com/research/sota/image-classification-on-imagenet-1k-forget-set-df.md?metric=Unlearning%20Score>): Higher is better; unit: PERCENT.

## Recorded results

| Method | Unlearning Score | Result date | Report paper |
| --- | --- | --- | --- |
| STRUCTGUARD | 100 | Not recorded | 69b78e720636e5bf4afbdb47 |

### STRUCTGUARD

Unlearning Score: 100. Result ID: 69b7d4a547f34ce924a005bd.

[Reporting paper](<https://www.sota2.com/research/paper/69b78e720636e5bf4afbdb47.md>)

[Method origin paper](<https://www.sota2.com/research/paper/69b78e720636e5bf4afbdb47.md>)

Recorded evaluation configuration: {"k":"16","Backbone":"ResNet-50"}. This record does not assert independent reproduction.

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