# Few-shot classification on SoyLocal (test) Source: [Few-shot classification on SoyLocal (test)]() Collection index: [llms.txt]() Data updated: 2026-05-26T10:39:02.307Z Few-shot classification results (1-shot and 2-shot accuracy) evaluated on the test split of 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 (test) | | Metric | 1-Shot Accuracy | | Unit | PERCENT | | Direction | Higher is better | | Results loaded | 6 of 6 | | 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 - [1-Shot Accuracy](): Higher is better; unit: PERCENT. - [2-Shot Accuracy](): Higher is better; unit: PERCENT. ## Recorded results | Method | 1-Shot Accuracy | Result date | Report paper | | --- | --- | --- | --- | | uDTW | 61.25 | Not recorded | 6a15295bdbd7150506f7e233 | | Euclidean | 59.4 | Not recorded | 6a15295bdbd7150506f7e233 | | sDTW | 58.85 | Not recorded | 6a15295bdbd7150506f7e233 | | uDTW | 56.78 | Not recorded | 6a15295bdbd7150506f7e233 | | sDTW | 54.13 | Not recorded | 6a15295bdbd7150506f7e233 | | Euclidean | 50.53 | Not recorded | 6a15295bdbd7150506f7e233 | ### uDTW 1-Shot Accuracy: 61.25. Result ID: 6a1576dffbc373592c0d8c9c. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Supervision":"Supervised"}. This record does not assert independent reproduction. ### Euclidean 1-Shot Accuracy: 59.4. Result ID: 6a1576dffbc373592c0d8c9a. [Reporting paper]() Recorded evaluation configuration: {"Supervision":"Supervised"}. This record does not assert independent reproduction. ### sDTW 1-Shot Accuracy: 58.85. Result ID: 6a1576dffbc373592c0d8c9b. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Supervision":"Supervised"}. This record does not assert independent reproduction. ### uDTW 1-Shot Accuracy: 56.78. Result ID: 6a1576dffbc373592c0d8c9f. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Supervision":"Unsupervised"}. This record does not assert independent reproduction. ### sDTW 1-Shot Accuracy: 54.13. Result ID: 6a1576dffbc373592c0d8c9e. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Supervision":"Unsupervised"}. This record does not assert independent reproduction. ### Euclidean 1-Shot Accuracy: 50.53. Result ID: 6a1576dffbc373592c0d8c9d. [Reporting paper]() Recorded evaluation configuration: {"Supervision":"Unsupervised"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.