# 5-way Classification on EuroSAT (test) Source: [5-way Classification on EuroSAT (test)]() Collection index: [llms.txt]() Data updated: 2026-03-06T09:19:06.986Z Evaluation of 5-way classification performance on the test split of the EuroSAT dataset, reporting 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 | 5-way classification | | Dataset (including any stated split) | EuroSAT (test) | | Metric | Accuracy | | Unit | PERCENT | | Direction | Higher is better | | Results loaded | 30 of 30 | | 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. ## Recorded results | Method | Accuracy | Result date | Report paper | | --- | --- | --- | --- | | SRasP | 92.41 | Not recorded | 69aa5f902d603e6de3e4192a | | REAP | 91.79 | Not recorded | 69aa5f902d603e6de3e4192a | | ReCIT | 91.58 | Not recorded | 69aa5f902d603e6de3e4192a | | CD-CLS | 91.53 | Not recorded | 69aa5f902d603e6de3e4192a | | CD-CLS | 91.04 | Not recorded | 69aa5f902d603e6de3e4192a | | FLoR | 90.75 | Not recorded | 69aa5f902d603e6de3e4192a | | SVasP | 90.55 | Not recorded | 69aa5f902d603e6de3e4192a | | REAP | 90.53 | Not recorded | 69aa5f902d603e6de3e4192a | | SRasP | 90.49 | Not recorded | 69aa5f902d603e6de3e4192a | | ReCIT | 90.42 | Not recorded | 69aa5f902d603e6de3e4192a | | FLoR | 90.41 | Not recorded | 69aa5f902d603e6de3e4192a | | StyleAdv | 90.12 | Not recorded | 69aa5f902d603e6de3e4192a | | SVasP | 88.69 | Not recorded | 69aa5f902d603e6de3e4192a | | StyleAdv | 88.57 | Not recorded | 69aa5f902d603e6de3e4192a | | PMF | 85.98 | Not recorded | 69aa5f902d603e6de3e4192a | | SRasP | 77.16 | Not recorded | 69aa5f902d603e6de3e4192a | | REAP | 75.97 | Not recorded | 69aa5f902d603e6de3e4192a | | SVasP | 75.51 | Not recorded | 69aa5f902d603e6de3e4192a | | SRasP | 75.39 | Not recorded | 69aa5f902d603e6de3e4192a | | ReCIT | 75.23 | Not recorded | 69aa5f902d603e6de3e4192a | | CD-CLS | 74.97 | Not recorded | 69aa5f902d603e6de3e4192a | | StyleAdv | 74.93 | Not recorded | 69aa5f902d603e6de3e4192a | | REAP | 74.69 | Not recorded | 69aa5f902d603e6de3e4192a | | ReCIT | 74.56 | Not recorded | 69aa5f902d603e6de3e4192a | | CD-CLS | 74.08 | Not recorded | 69aa5f902d603e6de3e4192a | | FLoR | 73.09 | Not recorded | 69aa5f902d603e6de3e4192a | | SVasP | 72.5 | Not recorded | 69aa5f902d603e6de3e4192a | | FLoR | 72.39 | Not recorded | 69aa5f902d603e6de3e4192a | | StyleAdv | 72.15 | Not recorded | 69aa5f902d603e6de3e4192a | | PMF | 70.74 | Not recorded | 69aa5f902d603e6de3e4192a | ### SRasP Accuracy: 92.41. Result ID: 69aa9c016dbb7075b9549c39. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Shots":"5-shot","Fine-tuning":"True","Backbone":"ViT-S","Venue":"-"}. This record does not assert independent reproduction. ### REAP Accuracy: 91.79. Result ID: 69aa9c016dbb7075b9549c37. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Shots":"5-shot","Fine-tuning":"True","Backbone":"ViT-S","Venue":"ICML’25"}. This record does not assert independent reproduction. ### ReCIT Accuracy: 91.58. Result ID: 69aa9c016dbb7075b9549c38. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Shots":"5-shot","Fine-tuning":"True","Backbone":"ViT-S","Venue":"ICML’25"}. This record does not assert independent reproduction. ### CD-CLS Accuracy: 91.53. Result ID: 69aa9c016dbb7075b9549c35. [Reporting paper]() Recorded evaluation configuration: {"Shots":"5-shot","Fine-tuning":"True","Backbone":"ViT-S","Venue":"NeurIPS’24"}. This record does not assert independent reproduction. ### CD-CLS Accuracy: 91.04. Result ID: 69aa9c016dbb7075b9549c2d. [Reporting paper]() Recorded evaluation configuration: {"Shots":"5-shot","Fine-tuning":"False","Backbone":"ViT-S","Venue":"NeurIPS’24"}. This record does not assert independent reproduction. ### FLoR Accuracy: 90.75. Result ID: 69aa9c016dbb7075b9549c34. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Shots":"5-shot","Fine-tuning":"True","Backbone":"ViT-S","Venue":"CVPR’24"}. This record does not assert independent reproduction. ### SVasP Accuracy: 90.55. Result ID: 69aa9c016dbb7075b9549c36. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Shots":"5-shot","Fine-tuning":"True","Backbone":"ViT-S","Venue":"AAAI’25"}. This record does not assert independent reproduction. ### REAP Accuracy: 90.53. Result ID: 69aa9c016dbb7075b9549c2f. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Shots":"5-shot","Fine-tuning":"False","Backbone":"ViT-S","Venue":"ICML’25"}. This record does not assert independent reproduction. ### SRasP Accuracy: 90.49. Result ID: 69aa9c016dbb7075b9549c31. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Shots":"5-shot","Fine-tuning":"False","Backbone":"ViT-S","Venue":"-"}. This record does not assert independent reproduction. ### ReCIT Accuracy: 90.42. Result ID: 69aa9c016dbb7075b9549c30. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Shots":"5-shot","Fine-tuning":"False","Backbone":"ViT-S","Venue":"ICML’25"}. This record does not assert independent reproduction. ### FLoR Accuracy: 90.41. Result ID: 69aa9c016dbb7075b9549c2c. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Shots":"5-shot","Fine-tuning":"False","Backbone":"ViT-S","Venue":"CVPR’24"}. This record does not assert independent reproduction. ### StyleAdv Accuracy: 90.12. Result ID: 69aa9c016dbb7075b9549c33. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Shots":"5-shot","Fine-tuning":"True","Backbone":"ViT-S","Venue":"CVPR’23"}. This record does not assert independent reproduction. ### SVasP Accuracy: 88.69. Result ID: 69aa9c016dbb7075b9549c2e. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Shots":"5-shot","Fine-tuning":"False","Backbone":"ViT-S","Venue":"AAAI’25"}. This record does not assert independent reproduction. ### StyleAdv Accuracy: 88.57. Result ID: 69aa9c016dbb7075b9549c2b. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Shots":"5-shot","Fine-tuning":"False","Backbone":"ViT-S","Venue":"CVPR’23"}. This record does not assert independent reproduction. ### PMF Accuracy: 85.98. Result ID: 69aa9c016dbb7075b9549c32. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Shots":"5-shot","Fine-tuning":"True","Backbone":"ViT-S","Venue":"CVPR’22"}. This record does not assert independent reproduction. ### SRasP Accuracy: 77.16. Result ID: 69aa9c016dbb7075b9549c2a. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Shots":"1-shot","Fine-tuning":"True","Backbone":"ViT-S","Venue":"-"}. This record does not assert independent reproduction. ### REAP Accuracy: 75.97. Result ID: 69aa9c016dbb7075b9549c28. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Shots":"1-shot","Fine-tuning":"True","Backbone":"ViT-S","Venue":"ICML’25"}. This record does not assert independent reproduction. ### SVasP Accuracy: 75.51. Result ID: 69aa9c016dbb7075b9549c27. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Shots":"1-shot","Fine-tuning":"True","Backbone":"ViT-S","Venue":"AAAI’25"}. This record does not assert independent reproduction. ### SRasP Accuracy: 75.39. Result ID: 69aa9c016dbb7075b9549c22. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Shots":"1-shot","Fine-tuning":"False","Backbone":"ViT-S","Venue":"-"}. This record does not assert independent reproduction. ### ReCIT Accuracy: 75.23. Result ID: 69aa9c016dbb7075b9549c29. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Shots":"1-shot","Fine-tuning":"True","Backbone":"ViT-S","Venue":"ICML’25"}. This record does not assert independent reproduction. ### CD-CLS Accuracy: 74.97. Result ID: 69aa9c016dbb7075b9549c26. [Reporting paper]() Recorded evaluation configuration: {"Shots":"1-shot","Fine-tuning":"True","Backbone":"ViT-S","Venue":"NeurIPS’24"}. This record does not assert independent reproduction. ### StyleAdv Accuracy: 74.93. Result ID: 69aa9c016dbb7075b9549c24. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Shots":"1-shot","Fine-tuning":"True","Backbone":"ViT-S","Venue":"CVPR’23"}. This record does not assert independent reproduction. ### REAP Accuracy: 74.69. Result ID: 69aa9c016dbb7075b9549c20. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Shots":"1-shot","Fine-tuning":"False","Backbone":"ViT-S","Venue":"ICML’25"}. This record does not assert independent reproduction. ### ReCIT Accuracy: 74.56. Result ID: 69aa9c016dbb7075b9549c21. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Shots":"1-shot","Fine-tuning":"False","Backbone":"ViT-S","Venue":"ICML’25"}. This record does not assert independent reproduction. ### CD-CLS Accuracy: 74.08. Result ID: 69aa9c016dbb7075b9549c1e. [Reporting paper]() Recorded evaluation configuration: {"Shots":"1-shot","Fine-tuning":"False","Backbone":"ViT-S","Venue":"NeurIPS’24"}. This record does not assert independent reproduction. ### FLoR Accuracy: 73.09. Result ID: 69aa9c016dbb7075b9549c25. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Shots":"1-shot","Fine-tuning":"True","Backbone":"ViT-S","Venue":"CVPR’24"}. This record does not assert independent reproduction. ### SVasP Accuracy: 72.5. Result ID: 69aa9c016dbb7075b9549c1f. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Shots":"1-shot","Fine-tuning":"False","Backbone":"ViT-S","Venue":"AAAI’25"}. This record does not assert independent reproduction. ### FLoR Accuracy: 72.39. Result ID: 69aa9c016dbb7075b9549c1d. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Shots":"1-shot","Fine-tuning":"False","Backbone":"ViT-S","Venue":"CVPR’24"}. This record does not assert independent reproduction. ### StyleAdv Accuracy: 72.15. Result ID: 69aa9c016dbb7075b9549c1c. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Shots":"1-shot","Fine-tuning":"False","Backbone":"ViT-S","Venue":"CVPR’23"}. This record does not assert independent reproduction. ### PMF Accuracy: 70.74. Result ID: 69aa9c016dbb7075b9549c23. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Shots":"1-shot","Fine-tuning":"True","Backbone":"ViT-S","Venue":"CVPR’22"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.