Author

Y. Wong

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Preprint Aug 2026

SciQNet: Two-Stage Multimodal Adaptation for Scientific Image Quality Assessment

SciQNet is presented, a two-stage multimodal adaptation framework for scientific image quality assessment and experiments show that using a 40% stratified subset of the domain-adaptive data gives the best performance among the evaluated pretraining fractions, suggesting that pretraining-data relevance may be as important as pretraining-data scale.

Yin-Loon Khor, Y. Wong, J. Tan et al. · 0 citations