This is a Plain English Papers summary of a research paper called AI vs Experts: New Test Shows Open-Source Models Match Private Ones but Still Fall Short of Human Skills. If you like these kinds of analysis, you should join AImodels.fyi or follow us on Twitter.
Overview
- ProBench is a new benchmark for evaluating advanced multimodal AI models.
- Contains 4,000 real-world queries from professionals across 10 fields and 56 sub-fields.
- Evaluates 24 leading multimodal large language models (MLLMs).
- Uses "MLLM-as-a-Judge" methodology for assessment.
- Reveals significant gaps in visual perception, text understanding, domain knowledge, and reasoning.
- Shows open-source models can match proprietary ones in certain tasks.
Plain English Explanation
ProBench is a new way to test how smart AI systems are getting at handling both images and text together. Think of it as an extremely difficult exam for AI that was created by actual professionals.
The researchers collected 4,000 real-world problems that professionals encounte...
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