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2026 1

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Does Your Wildfire Prediction Model Actually Work, or Just Score Well?

cs.LG · 2026-05-14 · unverdicted · novelty 7.0

WILDFIRE-FM is the first wildfire-specific Earth foundation model, paired with a fixed-contract evaluation framework that demonstrates wildfire model transfer conclusions depend strongly on evaluation design and task formulation.

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  • Does Your Wildfire Prediction Model Actually Work, or Just Score Well? cs.LG · 2026-05-14 · unverdicted · none · ref 13

    WILDFIRE-FM is the first wildfire-specific Earth foundation model, paired with a fixed-contract evaluation framework that demonstrates wildfire model transfer conclusions depend strongly on evaluation design and task formulation.