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Ark-5 and Ark-6 are compared with Google CXR-FM via linear probing (a) with complete training set on six target tasks, demonstrating Ark’s superior or comparable performance and better embedding quality, and (b) with partial training sets or even few-shot samples, showcasing Ark’s outstanding performance in terms of data efficiency.
