# Image Classification on EuroSAT random 500 (test) Source: [Image Classification on EuroSAT random 500 (test)]() Collection index: [llms.txt]() Data updated: 2026-04-08T09:04:42.709Z Evaluation of Image Classification performance on the random 500 subset of the EuroSAT test set. 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 | Image Classification | | Dataset (including any stated split) | EuroSAT random 500 (test) | | Metric | 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 - [Accuracy](): Higher is better; unit: PERCENT. ## Recorded results | Method | Accuracy | Result date | Report paper | | --- | --- | --- | --- | | Sim-CLIP4 | 22.8 | Not recorded | 68fa75c21e209131cea69c34 | | TeCoA4 | 21.6 | Not recorded | 68fa75c21e209131cea69c34 | | FARE4 | 21.4 | Not recorded | 68fa75c21e209131cea69c34 | | Sim-CLIP2 | 18.4 | Not recorded | 68fa75c21e209131cea69c34 | | TeCoA2 | 17.8 | Not recorded | 68fa75c21e209131cea69c34 | | FARE2 | 14 | Not recorded | 68fa75c21e209131cea69c34 | | CLIP | 0 | Not recorded | 68fa75c21e209131cea69c34 | ### Sim-CLIP4 Accuracy: 22.8. Result ID: 69d61a1947f34ce924bed8cd. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Zero-shot":"true","Attack Type":"l-infinity","Attack Strength (epsilon)":"4/255","Training epsilon":"4/255"}. This record does not assert independent reproduction. ### TeCoA4 Accuracy: 21.6. Result ID: 69d61a1947f34ce924bed8cb. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Zero-shot":"true","Attack Type":"l-infinity","Attack Strength (epsilon)":"4/255","Training epsilon":"4/255"}. This record does not assert independent reproduction. ### FARE4 Accuracy: 21.4. Result ID: 69d61a1947f34ce924bed8cc. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Zero-shot":"true","Attack Type":"l-infinity","Attack Strength (epsilon)":"4/255","Training epsilon":"4/255"}. This record does not assert independent reproduction. ### Sim-CLIP2 Accuracy: 18.4. Result ID: 69d61a1947f34ce924bed8ca. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Zero-shot":"true","Attack Type":"l-infinity","Attack Strength (epsilon)":"4/255","Training epsilon":"2/255"}. This record does not assert independent reproduction. ### TeCoA2 Accuracy: 17.8. Result ID: 69d61a1947f34ce924bed8c8. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Zero-shot":"true","Attack Type":"l-infinity","Attack Strength (epsilon)":"4/255","Training epsilon":"2/255"}. This record does not assert independent reproduction. ### FARE2 Accuracy: 14. Result ID: 69d61a1947f34ce924bed8c9. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Zero-shot":"true","Attack Type":"l-infinity","Attack Strength (epsilon)":"4/255","Training epsilon":"2/255"}. This record does not assert independent reproduction. ### CLIP Accuracy: 0. Result ID: 69d61a1947f34ce924bed8c7. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Zero-shot":"true","Attack Type":"l-infinity","Attack Strength (epsilon)":"4/255"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.