A new benchmark, M3STR, renders knowledge-graph subgraphs as images and shows current MLLMs score near random on anomaly detection and poorly on entity counting.
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Abstractive Visual Understanding of Multi-modal Structured Knowledge: A New Perspective for MLLM Evaluation
A new benchmark, M3STR, renders knowledge-graph subgraphs as images and shows current MLLMs score near random on anomaly detection and poorly on entity counting.