# Satellite Image Classification on FMoW OOD WILDS (test) Source: [Satellite Image Classification on FMoW OOD WILDS (test)]() Collection index: [llms.txt]() Data updated: 2026-02-26T06:09:01.940Z Evaluation of Satellite Image Classification performance on the test split of the FMoW Out-of-Distribution (OOD) WILDS dataset, reporting Worst-Region 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 | Satellite Image Classification | | Dataset (including any stated split) | FMoW OOD WILDS (test) | | Metric | Worst-Region Accuracy | | Unit | PERCENT | | Direction | Higher is better | | Results loaded | 7 of 7 | | 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 - [Worst-Region Accuracy](): Higher is better; unit: PERCENT. ## Recorded results | Method | Worst-Region Accuracy | Result date | Report paper | | --- | --- | --- | --- | | FISH | 34.6 | Not recorded | 68fa70701e209131cea4aff2 | | FISH + SDG | 34.6 | Not recorded | 68fa70701e209131cea4aff2 | | CORAL + SDG | 33.9 | Not recorded | 68fa70701e209131cea4aff2 | | CORAL + SAND-MASK | 33.3 | Not recorded | 68fa70701e209131cea4aff2 | | ERM | 32.8 | Not recorded | 68fa70701e209131cea4aff2 | | CORAL | 31 | Not recorded | 68fa70701e209131cea4aff2 | | CORAL + AND-MASK | 28 | Not recorded | 68fa70701e209131cea4aff2 | ### FISH Worst-Region Accuracy: 34.6. Result ID: 69911cc63a6c31484905c86c. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Base Algorithm":"FISH"}. This record does not assert independent reproduction. ### FISH + SDG Worst-Region Accuracy: 34.6. Result ID: 69911cc63a6c31484905c86d. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Base Algorithm":"FISH","Optimization":"SDG"}. This record does not assert independent reproduction. ### CORAL + SDG Worst-Region Accuracy: 33.9. Result ID: 69911cc63a6c31484905c86b. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Base Algorithm":"CORAL","Optimization":"SDG"}. This record does not assert independent reproduction. ### CORAL + SAND-MASK Worst-Region Accuracy: 33.3. Result ID: 69911cc63a6c31484905c86a. [Reporting paper]() Recorded evaluation configuration: {"Base Algorithm":"CORAL","Optimization":"SAND-MASK"}. This record does not assert independent reproduction. ### ERM Worst-Region Accuracy: 32.8. Result ID: 69911cc63a6c31484905c86e. [Reporting paper]() Recorded evaluation configuration: {"Base Algorithm":"ERM"}. This record does not assert independent reproduction. ### CORAL Worst-Region Accuracy: 31. Result ID: 69911cc63a6c31484905c868. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Base Algorithm":"CORAL"}. This record does not assert independent reproduction. ### CORAL + AND-MASK Worst-Region Accuracy: 28. Result ID: 69911cc63a6c31484905c869. [Reporting paper]() Recorded evaluation configuration: {"Base Algorithm":"CORAL","Optimization":"AND-MASK"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.