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Structured scene graphs can dramatically enhance MLLMs' reasoning capabilities, leading to substantial performance gains on complex visual tasks.
Forget expensive giants: LoRA fine-tuning can turn open-source LLMs into surprisingly competitive test case generators, rivaling even GPT-4.1.
