# Few-shot Image Classification on PlantVillage Experimental Setup-2 Source: [Few-shot Image Classification on PlantVillage Experimental Setup-2]() Collection index: [llms.txt]() Data updated: 2026-02-26T05:33:59.169Z Evaluation of Few-shot Image Classification performance on the PlantVillage Experimental Setup-2, covering Apple, Blueberry, and Cherry plants, reporting results for 1, 10, 15, and 80 shot settings. 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 Image Classification | | Dataset (including any stated split) | PlantVillage Experimental Setup-2: Apple, Blueberry, and Cherry plants | | Metric | Accuracy (1 Shot) | | 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 (1 Shot)](): Higher is better; unit: PERCENT. - [Accuracy (10 Shot)](): Higher is better; unit: PERCENT. - [Accuracy (15 Shot)](): Higher is better; unit: PERCENT. - [Accuracy (80 Shot)](): Higher is better; unit: PERCENT. ## Recorded results | Method | Accuracy (1 Shot) | Result date | Report paper | | --- | --- | --- | --- | | Wang et al. | 63.8 | Not recorded | 6940e7ba456146936284fa3b | | Argüeso et al. | 55.5 | Not recorded | 6940e7ba456146936284fa3b | ### Wang et al. Accuracy (1 Shot): 63.8. Result ID: 699846655698665ec4a3297a. [Reporting paper]() Recorded evaluation configuration: {"Approach":"Wang et al. \[36\]"}. This record does not assert independent reproduction. ### Argüeso et al. Accuracy (1 Shot): 55.5. Result ID: 699846655698665ec4a32979. [Reporting paper]() Recorded evaluation configuration: {"Classifier":"Inception V3 Network"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.