Generalizability of Foundation Models: A Case Study on Cocoa Mapping Across Countries Using Sparse Labels

Mammadov, Ruslan; Walther, Paul; Fricke, Julius; Werner, Martin

doi:10.5194/agile-giss-7-13-2026

Articles | Volume 7

https://doi.org/10.5194/agile-giss-7-13-2026

© Author(s) 2026. This work is distributed under
the Creative Commons Attribution 4.0 License.

https://doi.org/10.5194/agile-giss-7-13-2026

© Author(s) 2026. This work is distributed under
the Creative Commons Attribution 4.0 License.

Articles | Volume 7

10 Jun 2026

| 10 Jun 2026

Generalizability of Foundation Models: A Case Study on Cocoa Mapping Across Countries Using Sparse Labels

Ruslan Mammadov, Paul Walther, Julius Fricke, and Martin Werner

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