SpecX is a new large-scale multi-modal spectroscopy benchmark with tiered datasets that supports unified evaluation across specialized models and MLLMs, showing specialized models excel at signal-level tasks while MLLMs are stronger in high-level reasoning but weaker in precise spectral grounding.
Advancing drug discovery with enhanced chemical understanding via asymmetric contrastive multimodal learning.Journal of chemical information and modeling, 65(13):6547–6557, 2025
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SpecX: A Large-Scale Benchmark for Multi-Modal Spectroscopy and Cross-Paradigm Evaluation
SpecX is a new large-scale multi-modal spectroscopy benchmark with tiered datasets that supports unified evaluation across specialized models and MLLMs, showing specialized models excel at signal-level tasks while MLLMs are stronger in high-level reasoning but weaker in precise spectral grounding.