A few-shot RLVR method using only rule-based rewards lifts a 2B vision-language model's remote sensing accuracy by double digits, with 128 examples rivaling thousands.
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Few-Shot Vision-Language Reasoning for Satellite Imagery via Verifiable Rewards
A few-shot RLVR method using only rule-based rewards lifts a 2B vision-language model's remote sensing accuracy by double digits, with 128 examples rivaling thousands.