Categories: FAANG

MIA-Bench: Towards Better Instruction Following Evaluation of Multimodal LLMs

We introduce MIA-Bench, a new benchmark designed to evaluate multimodal large language models (MLLMs) on their ability to strictly adhere to complex instructions. Our benchmark comprises a diverse set of 400 image-prompt pairs, each crafted to challenge the models’ compliance with layered instructions in generating accurate responses that satisfy specific requested patterns. Evaluation results from a wide array of state-of-the-art MLLMs reveal significant variations in performance, highlighting areas for improvement in instruction fidelity. Additionally, we create extra training data and…
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Krea co-founder is considering open-sourcing their new model trained in collaboration with Black Forest Labs – Maybe go there and leave an encouraging comment?

https://preview.redd.it/j6qshjdiao7f1.jpg?width=1182&format=pjpg&auto=webp&s=9f5da751e086c7c3a8cd882f5b7648211daae50c https://reddit.com/link/1leexi9/video/bs096nikao7f1/player Link to the post: https://x.com/viccpoes/status/1934983545233277428 submitted by /u/LatentSpacer [link] [comments]

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