Concepedia

MM-InstructEval: Zero-shot evaluation of (Multimodal) Large Language Models on multimodal reasoning tasks

Xiaocui Yang, Wenfang Wu, Shi Feng, Ming Wang, Daling Wang, Yang Li, Qi Sun, Yifei Zhang, Xiaoming Fu, Soujanya Poria

Information Fusion · 2025 · 16 citations · 36 references

DOIFull text

Open access

Concepts

References

36

LLaMA: Open and Efficient Foundation Language Models

Hugo Touvron, Thibaut Lavril, Gautier Izacard et al. · arXiv (Cornell University) · 2023 · 3.9K citations · Full text

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Llama 2: Open Foundation and Fine-Tuned Chat Models

Hugo Touvron, Louis Martin, Kevin H. Stone et al. · arXiv (Cornell University) · 2023 · 2.6K citations · Full text

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Flamingo: a Visual Language Model for Few-Shot Learning

arXiv (Cornell University) · 2022 · 1.2K citations · Full text

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Scaling Instruction-Finetuned Language Models

Hyung Won Chung, Le Hou, Shayne Longpre et al. · arXiv (Cornell University) · 2022 · 1.2K citations · Full text

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BLIP-2: Bootstrapping Language-Image Pre-training with Frozen Image Encoders and Large Language Models

Junnan Li, Dongxu Li, Silvio Savarese et al. · arXiv (Cornell University) · 2023 · 915 citations · Full text

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