# Machine Unlearning on ImageNet 1k retain forget (val test)

Source: [Machine Unlearning on ImageNet 1k retain forget (val test)](<https://www.sota2.com/research/sota/machine-unlearning-on-imagenet-1k-retain-forget-val-test>)

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

Data updated: 2026-02-26T05:20:53.951Z

Evaluation of Machine Unlearning effectiveness on the ImageNet 1k dataset, specifically using the 'retain forget' subset for validation/testing, reporting metrics related to retention accuracy and unlearning success (e.g., RF-JSD, MIA).

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 | Machine Unlearning |
| Dataset (including any stated split) | ImageNet 1k retain forget (val test) |
| Metric | RF-JSD (x1e4) |
| Unit | SCALAR |
| Direction | Lower is better |
| Results loaded | 0 of 0 |
| 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

- [RF-JSD (x1e4)](<https://www.sota2.com/research/sota/machine-unlearning-on-imagenet-1k-retain-forget-val-test.md?metric=RF-JSD%20(x1e4)>): Lower is better; unit: SCALAR.

- [Retain Accuracy](<https://www.sota2.com/research/sota/machine-unlearning-on-imagenet-1k-retain-forget-val-test.md?metric=Retain%20Accuracy>): Higher is better; unit: PERCENT.

- [MIA Accuracy](<https://www.sota2.com/research/sota/machine-unlearning-on-imagenet-1k-retain-forget-val-test.md?metric=MIA%20Accuracy>): Higher is better; unit: PERCENT.

## Recorded results

| Method | RF-JSD (x1e4) | Result date | Report paper |
| --- | --- | --- | --- |

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