# 3-way 5-shot Image Classification on histopathological image dataset (test)

Source: [3-way 5-shot Image Classification on histopathological image dataset (test)](<https://www.sota2.com/research/sota/3-way-5-shot-image-classification-on-histopathological-image-dataset-test>)

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

Data updated: 2026-02-26T05:30:23.397Z

Evaluation of 3-way, 5-shot few-shot image classification performance on the test split of the histopathological image dataset, measured by 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 | 3-way 5-shot image classification |
| Dataset (including any stated split) | histopathological image dataset (test) |
| Metric | Accuracy |
| Unit | PERCENT |
| Direction | Higher is better |
| Results loaded | 2 of 2 |
| 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/3-way-5-shot-image-classification-on-histopathological-image-dataset-test.md?metric=Accuracy>): Higher is better; unit: PERCENT.

## Recorded results

| Method | Accuracy | Result date | Report paper |
| --- | --- | --- | --- |
| MSENet | 43.94 | Not recorded | 68fa77641e209131cea72fc4 |
| Baseline | 42.65 | Not recorded | 68fa77641e209131cea72fc4 |

### MSENet

Accuracy: 43.94. Result ID: 69949c9b3a6c3148491e659c.

[Reporting paper](<https://www.sota2.com/research/paper/68fa77641e209131cea72fc4.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa77641e209131cea72fc4.md>)

[Implementation](<https://github.com/FatemehAskari/MSENet>)

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

### Baseline

Accuracy: 42.65. Result ID: 69949c9b3a6c3148491e659b.

[Reporting paper](<https://www.sota2.com/research/paper/68fa77641e209131cea72fc4.md>)

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

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