# Classification on Shuffled MNIST 100 tasks

Source: [Classification on Shuffled MNIST 100 tasks](<https://www.sota2.com/research/sota/classification-on-shuffled-mnist-100-tasks>)

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

Data updated: 2026-02-26T05:27:57.432Z

Evaluation of Classification performance on the Shuffled MNIST 100 tasks dataset, measured using Accuracy (%).

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 | Classification |
| Dataset (including any stated split) | Shuffled MNIST 100 tasks |
| Metric | Accuracy |
| Unit | PERCENT |
| 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

- [Accuracy](<https://www.sota2.com/research/sota/classification-on-shuffled-mnist-100-tasks.md?metric=Accuracy>): Higher is better; unit: PERCENT.

## Recorded results

| Method | Accuracy | Result date | Report paper |
| --- | --- | --- | --- |
| OWM | 85.4 | Not recorded | 68fa6a3a1e209131cea26cbf |
| SI | 82.3 | Not recorded | 68fa6a3a1e209131cea26cbf |
| EWC | 70.8 | Not recorded | 68fa6a3a1e209131cea26cbf |

### OWM

Accuracy: 85.4. Result ID: 698e2034ffc3901de09afeb5.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6a3a1e209131cea26cbf.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6a3a1e209131cea26cbf.md>)

[Implementation](<https://github.com/beijixiong3510/OWM>)

Recorded evaluation configuration: {"Network size":"4-layer \[784-2000-2000-10\]"}. This record does not assert independent reproduction.

### SI

Accuracy: 82.3. Result ID: 698e2034ffc3901de09afeb4.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6a3a1e209131cea26cbf.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa5ed01e209131ce9e565c.md>)

Recorded evaluation configuration: {"Network size":"4-layer \[784-2000-2000-10\]"}. This record does not assert independent reproduction.

### EWC

Accuracy: 70.8. Result ID: 698e2034ffc3901de09afeb3.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6a3a1e209131cea26cbf.md>)

Recorded evaluation configuration: {"Network size":"4-layer \[784-2000-2000-10\]"}. This record does not assert independent reproduction.

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