# Fine-grained Image Classification on EuroSAT Source: [Fine-grained Image Classification on EuroSAT]() Collection index: [llms.txt]() Data updated: 2026-05-01T08:26:32.049Z Evaluation of Fine-grained Image Classification performance on the EuroSAT dataset, reporting Accuracy, Expected Calibration Error (ECE), and Sample Calibration Error (SCE). 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 | Fine-grained Image Classification | | Dataset (including any stated split) | EuroSAT | | Metric | Accuracy | | Unit | PERCENT | | Direction | Higher is better | | Results loaded | 5 of 5 | | 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](): Higher is better; unit: PERCENT. - [Expected Calibration Error (ECE)](): Lower is better; unit: PERCENT. - [Sample Calibration Error (SCE)](): Lower is better; unit: PERCENT. ## Recorded results | Method | Accuracy | Result date | Report paper | | --- | --- | --- | --- | | DynaPrompt+FPP | 49.09 | Not recorded | 69f433c455a3c32af89fd373 | | DynaPrompt (Paper) | 42.28 | Not recorded | 69f433c455a3c32af89fd373 | | DynaPrompt+C-TPT | 36.57 | Not recorded | 69f433c455a3c32af89fd373 | | DynaPrompt+O-TPT | 36.32 | Not recorded | 69f433c455a3c32af89fd373 | | DynaPrompt (Replication) | 35.91 | Not recorded | 69f433c455a3c32af89fd373 | ### DynaPrompt+FPP Accuracy: 49.09. Result ID: 69f463ac47f34ce924da5183. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"CLIP-ViT/B16","Framework":"DynaPrompt","Hard Prompt":"a photo of a"}. This record does not assert independent reproduction. ### DynaPrompt (Paper) Accuracy: 42.28. Result ID: 69f463ac47f34ce924da517f. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"CLIP-ViT/B16","Framework":"DynaPrompt","Hard Prompt":"a photo of a"}. This record does not assert independent reproduction. ### DynaPrompt+C-TPT Accuracy: 36.57. Result ID: 69f463ac47f34ce924da5181. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"CLIP-ViT/B16","Framework":"DynaPrompt","Hard Prompt":"a photo of a"}. This record does not assert independent reproduction. ### DynaPrompt+O-TPT Accuracy: 36.32. Result ID: 69f463ac47f34ce924da5182. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"CLIP-ViT/B16","Framework":"DynaPrompt","Hard Prompt":"a photo of a"}. This record does not assert independent reproduction. ### DynaPrompt (Replication) Accuracy: 35.91. Result ID: 69f463ac47f34ce924da5180. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"CLIP-ViT/B16","Framework":"DynaPrompt","Hard Prompt":"a photo of a"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.