# Few-shot Classification on SoyLocal

Source: [Few-shot Classification on SoyLocal](<https://www.sota2.com/research/sota/few-shot-classification-on-soylocal>)

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

Data updated: 2026-05-26T10:39:02.103Z

Evaluation of Few-shot Classification performance on the SoyLocal 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 | Few-shot Classification |
| Dataset (including any stated split) | SoyLocal |
| Metric | Accuracy |
| Unit | PERCENT |
| Direction | Higher is better |
| Results loaded | 12 of 12 |
| 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/few-shot-classification-on-soylocal.md?metric=Accuracy>): Higher is better; unit: PERCENT.

- [Accuracy (1-shot)](<https://www.sota2.com/research/sota/few-shot-classification-on-soylocal.md?metric=Accuracy%20(1-shot)>): Higher is better; unit: PERCENT.

- [Accuracy (2-shot)](<https://www.sota2.com/research/sota/few-shot-classification-on-soylocal.md?metric=Accuracy%20(2-shot)>): Higher is better; unit: PERCENT.

## Recorded results

| Method | Accuracy | Result date | Report paper |
| --- | --- | --- | --- |
| uDTW | 62.37 | Not recorded | 6a15295bdbd7150506f7e233 |
| Euclidean | 62.3 | Not recorded | 6a15295bdbd7150506f7e233 |
| sDTW | 62.1 | Not recorded | 6a15295bdbd7150506f7e233 |
| uDTW | 55.7 | Not recorded | 6a15295bdbd7150506f7e233 |
| Euclidean | 55.08 | Not recorded | 6a15295bdbd7150506f7e233 |
| sDTW | 55.05 | Not recorded | 6a15295bdbd7150506f7e233 |

### uDTW

Accuracy: 62.37. Result ID: 6a1576dffbc373592c0d8c5f.

[Reporting paper](<https://www.sota2.com/research/paper/6a15295bdbd7150506f7e233.md>)

[Method origin paper](<https://www.sota2.com/research/paper/6a15295bdbd7150506f7e233.md>)

Recorded evaluation configuration: {"Way":"5","Shots":"2"}. This record does not assert independent reproduction.

### Euclidean

Accuracy: 62.3. Result ID: 6a1576dffbc373592c0d8c5d.

[Reporting paper](<https://www.sota2.com/research/paper/6a15295bdbd7150506f7e233.md>)

Recorded evaluation configuration: {"Way":"5","Shots":"2"}. This record does not assert independent reproduction.

### sDTW

Accuracy: 62.1. Result ID: 6a1576dffbc373592c0d8c5e.

[Reporting paper](<https://www.sota2.com/research/paper/6a15295bdbd7150506f7e233.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa7d871e209131cea93803.md>)

Recorded evaluation configuration: {"Way":"5","Shots":"2"}. This record does not assert independent reproduction.

### uDTW

Accuracy: 55.7. Result ID: 6a1576dffbc373592c0d8c5c.

[Reporting paper](<https://www.sota2.com/research/paper/6a15295bdbd7150506f7e233.md>)

[Method origin paper](<https://www.sota2.com/research/paper/6a15295bdbd7150506f7e233.md>)

Recorded evaluation configuration: {"Way":"5","Shots":"1"}. This record does not assert independent reproduction.

### Euclidean

Accuracy: 55.08. Result ID: 6a1576dffbc373592c0d8c5a.

[Reporting paper](<https://www.sota2.com/research/paper/6a15295bdbd7150506f7e233.md>)

Recorded evaluation configuration: {"Way":"5","Shots":"1"}. This record does not assert independent reproduction.

### sDTW

Accuracy: 55.05. Result ID: 6a1576dffbc373592c0d8c5b.

[Reporting paper](<https://www.sota2.com/research/paper/6a15295bdbd7150506f7e233.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa7d871e209131cea93803.md>)

Recorded evaluation configuration: {"Way":"5","Shots":"1"}. This record does not assert independent reproduction.

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