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PlotChain Benchmark for MLLM Plot Reading

PlotChain Benchmark for MLLM Plot Reading
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πŸ’‘New reproducible benchmark exposes MLLM limits on engineering plotsβ€”Gemini tops 80% scores (72 chars)

⚑ 30-Second TL;DR

What Changed

New benchmark with 450 rendered engineering plots and exact ground truth

Why It Matters

This benchmark highlights MLLM strengths in plot reading while exposing gaps in technical domains, aiding targeted improvements. It enables reproducible evaluations, fostering progress in engineering AI applications.

What To Do Next

Download PlotChain dataset and scoring code from arXiv to benchmark your MLLM on plot reading.

Who should care:Researchers & Academics
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