ISO-Bench is presented as a benchmark for cross-modal causal reasoning, but its positive and negative examples are constructed from temporal position, allowing a non-causal image-text matching shortcut.
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ISO-Bench: Benchmarking Multimodal Causal Reasoning in Visual-Language Models through Procedural Plans
ISO-Bench is presented as a benchmark for cross-modal causal reasoning, but its positive and negative examples are constructed from temporal position, allowing a non-causal image-text matching shortcut.