# Runtime Performance of Federated Unlearning on Tiny-ImageNet

Source: [Runtime Performance of Federated Unlearning on Tiny-ImageNet](<https://www.sota2.com/research/sota/runtime-performance-of-federated-unlearning-on-tiny-imagenet>)

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

Data updated: 2026-02-26T06:07:54.243Z

Evaluation of the computational time required to execute the Federated Unlearning process on the Tiny-ImageNet dataset.

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 | Federated Unlearning |
| Dataset (including any stated split) | Tiny-ImageNet |
| Metric | Unlearning Runtime (s) |
| Unit | TIME |
| Direction | Lower is better |
| Results loaded | 5 of 5 |
| 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 Runtime (s)](<https://www.sota2.com/research/sota/runtime-performance-of-federated-unlearning-on-tiny-imagenet.md?metric=Unlearning%20Runtime%20(s)>): Lower is better; unit: TIME.

## Recorded results

| Method | Unlearning Runtime (s) | Result date | Report paper |
| --- | --- | --- | --- |
| GA | 22.33 | Not recorded | 69535c9253fdd5c36173da24 |
| FedORA | 23.5 | Not recorded | 69535c9253fdd5c36173da24 |
| ICO | 45.83 | Not recorded | 69535c9253fdd5c36173da24 |
| CVFU | 55.98 | Not recorded | 69535c9253fdd5c36173da24 |
| Retrain | 62.24 | Not recorded | 69535c9253fdd5c36173da24 |

### GA

Unlearning Runtime (s): 22.33. Result ID: 6996f9fb5698665ec446c9a7.

[Reporting paper](<https://www.sota2.com/research/paper/69535c9253fdd5c36173da24.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa75331e209131cea665cf.md>)

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

### FedORA

Unlearning Runtime (s): 23.5. Result ID: 6996f9fb5698665ec446c9aa.

[Reporting paper](<https://www.sota2.com/research/paper/69535c9253fdd5c36173da24.md>)

[Method origin paper](<https://www.sota2.com/research/paper/69535c9253fdd5c36173da24.md>)

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

### ICO

Unlearning Runtime (s): 45.83. Result ID: 6996f9fb5698665ec446c9a8.

[Reporting paper](<https://www.sota2.com/research/paper/69535c9253fdd5c36173da24.md>)

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

### CVFU

Unlearning Runtime (s): 55.98. Result ID: 6996f9fb5698665ec446c9a9.

[Reporting paper](<https://www.sota2.com/research/paper/69535c9253fdd5c36173da24.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa771a1e209131cea70fe7.md>)

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

### Retrain

Unlearning Runtime (s): 62.24. Result ID: 6996f9fb5698665ec446c9a6.

[Reporting paper](<https://www.sota2.com/research/paper/69535c9253fdd5c36173da24.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa71f51e209131cea53c7f.md>)

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

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