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292
Loved this paper! ♥️
Authors benchmark multimodal models on vision tasks (detection, segmentation...) using clever prompting tricks.
📄 Results: VLMs are solid generalists but still lag behind SOTA task-specific models — especially on geometric tasks vs. semantic ones.
paper: How Well Does GPT-4o Understand Vision? Evaluating Multimodal Foundation Models on Standard Computer Vision Tasks (2507.01955)
Authors benchmark multimodal models on vision tasks (detection, segmentation...) using clever prompting tricks.
📄 Results: VLMs are solid generalists but still lag behind SOTA task-specific models — especially on geometric tasks vs. semantic ones.
paper: How Well Does GPT-4o Understand Vision? Evaluating Multimodal Foundation Models on Standard Computer Vision Tasks (2507.01955)