# Zero-shot image retrieval on BigEarthNet 43 Source: [Zero-shot image retrieval on BigEarthNet 43]() Collection index: [llms.txt]() Data updated: 2026-03-20T08:06:12.284Z Evaluation of zero-shot image retrieval performance on the BigEarthNet 43 dataset, measured using mAP@20. 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 | Zero-shot image retrieval | | Dataset (including any stated split) | BigEarthNet 43 | | Metric | mAP@20 | | Unit | PERCENT | | Direction | Higher is better | | Results loaded | 18 of 18 | | 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 - [mAP@20](): Higher is better; unit: PERCENT. ## Recorded results | Method | mAP@20 | Result date | Report paper | | --- | --- | --- | --- | | Prithvi | 97.62 | Not recorded | 68fa77811e209131cea73a61 | | Prithvi | 97.44 | Not recorded | 68fa77811e209131cea73a61 | | DynamicVis-L | 94.98 | Not recorded | 68fa77811e209131cea73a61 | | SatMAE | 94.78 | Not recorded | 68fa77811e209131cea73a61 | | DynamicVis-B | 94.65 | Not recorded | 68fa77811e209131cea73a61 | | DynamicVis-L | 94.28 | Not recorded | 68fa77811e209131cea73a61 | | DynamicVis-B | 94.07 | Not recorded | 68fa77811e209131cea73a61 | | Prithvi | 92.58 | Not recorded | 68fa77811e209131cea73a61 | | Prithvi | 92.15 | Not recorded | 68fa77811e209131cea73a61 | | Prithvi | 91.38 | Not recorded | 68fa77811e209131cea73a61 | | SatMAE | 89.39 | Not recorded | 68fa77811e209131cea73a61 | | ViT-B | 89.31 | Not recorded | 68fa77811e209131cea73a61 | | DynamicVis-L | 89.15 | Not recorded | 68fa77811e209131cea73a61 | | ViT-B | 88.71 | Not recorded | 68fa77811e209131cea73a61 | | DynamicVis-B | 88.66 | Not recorded | 68fa77811e209131cea73a61 | | Prithvi | 82.6 | Not recorded | 68fa77811e209131cea73a61 | | SatMAE | 79.35 | Not recorded | 68fa77811e209131cea73a61 | | ViT-B | 79.01 | Not recorded | 68fa77811e209131cea73a61 | ### Prithvi mAP@20: 97.62. Result ID: 69bcffeb47f34ce924a6e185. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Band":"all","Method":"Embedding"}. This record does not assert independent reproduction. ### Prithvi mAP@20: 97.44. Result ID: 69bcffeb47f34ce924a6e186. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Band":"all","Method":"Binary emb."}. This record does not assert independent reproduction. ### DynamicVis-L mAP@20: 94.98. Result ID: 69bcffeb47f34ce924a6e194. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Band":"RGB","Method":"Embedding"}. This record does not assert independent reproduction. ### SatMAE mAP@20: 94.78. Result ID: 69bcffeb47f34ce924a6e188. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Band":"all","Method":"Embedding"}. This record does not assert independent reproduction. ### DynamicVis-B mAP@20: 94.65. Result ID: 69bcffeb47f34ce924a6e191. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Band":"RGB","Method":"Embedding"}. This record does not assert independent reproduction. ### DynamicVis-L mAP@20: 94.28. Result ID: 69bcffeb47f34ce924a6e195. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Band":"RGB","Method":"Binary emb."}. This record does not assert independent reproduction. ### DynamicVis-B mAP@20: 94.07. Result ID: 69bcffeb47f34ce924a6e192. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Band":"RGB","Method":"Binary emb."}. This record does not assert independent reproduction. ### Prithvi mAP@20: 92.58. Result ID: 69bcffeb47f34ce924a6e187. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Band":"all","Method":"64-bit hash"}. This record does not assert independent reproduction. ### Prithvi mAP@20: 92.15. Result ID: 69bcffeb47f34ce924a6e18b. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Band":"RGB","Method":"Embedding"}. This record does not assert independent reproduction. ### Prithvi mAP@20: 91.38. Result ID: 69bcffeb47f34ce924a6e18c. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Band":"RGB","Method":"Binary emb."}. This record does not assert independent reproduction. ### SatMAE mAP@20: 89.39. Result ID: 69bcffeb47f34ce924a6e189. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Band":"all","Method":"Binary emb."}. This record does not assert independent reproduction. ### ViT-B mAP@20: 89.31. Result ID: 69bcffeb47f34ce924a6e18e. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Band":"RGB","Method":"Embedding"}. This record does not assert independent reproduction. ### DynamicVis-L mAP@20: 89.15. Result ID: 69bcffeb47f34ce924a6e196. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Band":"RGB","Method":"64-bit hash"}. This record does not assert independent reproduction. ### ViT-B mAP@20: 88.71. Result ID: 69bcffeb47f34ce924a6e18f. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Band":"RGB","Method":"Binary emb."}. This record does not assert independent reproduction. ### DynamicVis-B mAP@20: 88.66. Result ID: 69bcffeb47f34ce924a6e193. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Band":"RGB","Method":"64-bit hash"}. This record does not assert independent reproduction. ### Prithvi mAP@20: 82.6. Result ID: 69bcffeb47f34ce924a6e18d. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Band":"RGB","Method":"64-bit hash"}. This record does not assert independent reproduction. ### SatMAE mAP@20: 79.35. Result ID: 69bcffeb47f34ce924a6e18a. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Band":"all","Method":"64-bit hash"}. This record does not assert independent reproduction. ### ViT-B mAP@20: 79.01. Result ID: 69bcffeb47f34ce924a6e190. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Band":"RGB","Method":"64-bit hash"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.