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1. FreedomIntelligence/MatCha FreedomIntelligence/MatCha Public

   [EMNLP 2025 Findings] Can Multimodal LLMs See Materials Clearly? A Multimodal Benchmark on Materials Characterization

   Python 2 1

2. geo-mllm geo-mllm Public

   Photo geography localization inference via multimodal LLMs

   Python 5 1

3. ChemLLMBench-Reimplementation ChemLLMBench-Reimplementation Public

   Reimplementation of "What can Large Language Models do in chemistry? A comprehensive benchmark on eight tasks" aka ChemLLMBench in Python files

   Python 2

4. ICL4MPP ICL4MPP Public

   In-Context Learning Enhanced Molecule Property Prediction via LLMs

   Jupyter Notebook 1