# Zero-shot Image Retrieval on BigEarthNet-19 Source: [Zero-shot Image Retrieval on BigEarthNet-19]() Collection index: [llms.txt]() Data updated: 2026-03-20T08:06:12.317Z Evaluation of zero-shot image retrieval performance on the BigEarthNet-19 dataset, measured using metrics like 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-19 | | 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 | 97.98 | Not recorded | 68fa77811e209131cea73a61 | | Prithvi | 97.83 | Not recorded | 68fa77811e209131cea73a61 | | DynamicVis-L | 95.82 | Not recorded | 68fa77811e209131cea73a61 | | SatMAE | 95.59 | Not recorded | 68fa77811e209131cea73a61 | | DynamicVis-B | 95.59 | Not recorded | 68fa77811e209131cea73a61 | | DynamicVis-L | 95.46 | Not recorded | 68fa77811e209131cea73a61 | | DynamicVis-B | 95.04 | Not recorded | 68fa77811e209131cea73a61 | | Prithvi | 93.44 | Not recorded | 68fa77811e209131cea73a61 | | Prithvi | 93.17 | Not recorded | 68fa77811e209131cea73a61 | | Prithvi | 92.43 | Not recorded | 68fa77811e209131cea73a61 | | DynamicVis-L | 90.58 | Not recorded | 68fa77811e209131cea73a61 | | SatMAE | 90.4 | Not recorded | 68fa77811e209131cea73a61 | | ViT-B | 90.21 | Not recorded | 68fa77811e209131cea73a61 | | DynamicVis-B | 89.95 | Not recorded | 68fa77811e209131cea73a61 | | ViT-B | 89.7 | Not recorded | 68fa77811e209131cea73a61 | | Prithvi | 84.45 | Not recorded | 68fa77811e209131cea73a61 | | ViT-B | 81.54 | Not recorded | 68fa77811e209131cea73a61 | | SatMAE | 80.99 | Not recorded | 68fa77811e209131cea73a61 | ### Prithvi mAP@20: 97.98. Result ID: 69bcffeb47f34ce924a6e197. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Band":"all","Method":"Embedding"}. This record does not assert independent reproduction. ### Prithvi mAP@20: 97.83. Result ID: 69bcffeb47f34ce924a6e198. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Band":"all","Method":"Binary emb."}. This record does not assert independent reproduction. ### DynamicVis-L mAP@20: 95.82. Result ID: 69bcffeb47f34ce924a6e1a6. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Band":"RGB","Method":"Embedding"}. This record does not assert independent reproduction. ### SatMAE mAP@20: 95.59. Result ID: 69bcffeb47f34ce924a6e19a. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Band":"all","Method":"Embedding"}. This record does not assert independent reproduction. ### DynamicVis-B mAP@20: 95.59. Result ID: 69bcffeb47f34ce924a6e1a3. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Band":"RGB","Method":"Embedding"}. This record does not assert independent reproduction. ### DynamicVis-L mAP@20: 95.46. Result ID: 69bcffeb47f34ce924a6e1a7. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Band":"RGB","Method":"Binary emb."}. This record does not assert independent reproduction. ### DynamicVis-B mAP@20: 95.04. Result ID: 69bcffeb47f34ce924a6e1a4. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Band":"RGB","Method":"Binary emb."}. This record does not assert independent reproduction. ### Prithvi mAP@20: 93.44. Result ID: 69bcffeb47f34ce924a6e199. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Band":"all","Method":"64-bit hash"}. This record does not assert independent reproduction. ### Prithvi mAP@20: 93.17. Result ID: 69bcffeb47f34ce924a6e19d. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Band":"RGB","Method":"Embedding"}. This record does not assert independent reproduction. ### Prithvi mAP@20: 92.43. Result ID: 69bcffeb47f34ce924a6e19e. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Band":"RGB","Method":"Binary emb."}. This record does not assert independent reproduction. ### DynamicVis-L mAP@20: 90.58. Result ID: 69bcffeb47f34ce924a6e1a8. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Band":"RGB","Method":"64-bit hash"}. This record does not assert independent reproduction. ### SatMAE mAP@20: 90.4. Result ID: 69bcffeb47f34ce924a6e19b. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Band":"all","Method":"Binary emb."}. This record does not assert independent reproduction. ### ViT-B mAP@20: 90.21. Result ID: 69bcffeb47f34ce924a6e1a0. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Band":"RGB","Method":"Embedding"}. This record does not assert independent reproduction. ### DynamicVis-B mAP@20: 89.95. Result ID: 69bcffeb47f34ce924a6e1a5. [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: 89.7. Result ID: 69bcffeb47f34ce924a6e1a1. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Band":"RGB","Method":"Binary emb."}. This record does not assert independent reproduction. ### Prithvi mAP@20: 84.45. Result ID: 69bcffeb47f34ce924a6e19f. [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: 81.54. Result ID: 69bcffeb47f34ce924a6e1a2. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Band":"RGB","Method":"64-bit hash"}. This record does not assert independent reproduction. ### SatMAE mAP@20: 80.99. Result ID: 69bcffeb47f34ce924a6e19c. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Band":"all","Method":"64-bit hash"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.