Language Is Not All You Need: Aligning Perception with Language Models
Paper
• 2302.14045 • Published
question_id stringlengths 5 6 | question stringclasses 3 values | answer stringclasses 6 values | query_image_0 imagewidth (px) 88 422 | query_image_1 imagewidth (px) 122 420 | query_image_2 imagewidth (px) 116 418 | query_image_3 imagewidth (px) 94 334 ⌀ | query_image_4 imagewidth (px) 134 334 ⌀ | query_image_5 imagewidth (px) 116 332 ⌀ | query_image_6 imagewidth (px) 94 332 ⌀ | query_image_7 imagewidth (px) 136 334 ⌀ | answer_image_a imagewidth (px) 144 400 | answer_image_b imagewidth (px) 69 406 | answer_image_c imagewidth (px) 144 404 | answer_image_d imagewidth (px) 138 408 | answer_image_e imagewidth (px) 138 404 | answer_image_f imagewidth (px) 142 402 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
exp-1 | Here are 3 images. They are arranged in logical order. Here are a few candidate images. Which one is most suitable to be the next image in the sequence? | B | Not supported with pagination yet | Not supported with pagination yet | Not supported with pagination yet | Not supported with pagination yet | Not supported with pagination yet | |||||||||
exp-2 | Here are 3 images. They are arranged in logical order. Here are a few candidate images. Which one is most suitable to be the next image in the sequence? | C | Not supported with pagination yet | Not supported with pagination yet | Not supported with pagination yet | Not supported with pagination yet | Not supported with pagination yet | |||||||||
exp-3 | Here are 3 images. They are arranged in logical order. Here are a few candidate images. Which one is most suitable to be the next image in the sequence? | A | Not supported with pagination yet | Not supported with pagination yet | Not supported with pagination yet | Not supported with pagination yet | Not supported with pagination yet | |||||||||
exp-4 | Here are 3 images. They are arranged in logical order. Here are a few candidate images. Which one is most suitable to be the next image in the sequence? | D | Not supported with pagination yet | Not supported with pagination yet | Not supported with pagination yet | Not supported with pagination yet | Not supported with pagination yet | |||||||||
exp-5 | Here are 3 images. They are arranged in logical order. Here are a few candidate images. Which one is most suitable to be the next image in the sequence? | A | Not supported with pagination yet | Not supported with pagination yet | Not supported with pagination yet | Not supported with pagination yet | Not supported with pagination yet | |||||||||
exp-6 | Here are 3 images. They are arranged in logical order. Here are a few candidate images. Which one is most suitable to be the next image in the sequence? | C | Not supported with pagination yet | Not supported with pagination yet | Not supported with pagination yet | Not supported with pagination yet | Not supported with pagination yet | |||||||||
exp-7 | Here are 3 images. They are arranged in logical order. Here are a few candidate images. Which one is most suitable to be the next image in the sequence? | D | Not supported with pagination yet | Not supported with pagination yet | Not supported with pagination yet | Not supported with pagination yet | Not supported with pagination yet | |||||||||
exp-8 | Here are 3 images. They are arranged in logical order. Here are a few candidate images. Which one is most suitable to be the next image in the sequence? | B | Not supported with pagination yet | Not supported with pagination yet | Not supported with pagination yet | Not supported with pagination yet | Not supported with pagination yet | |||||||||
exp-9 | Here are 3 images. They are arranged in logical order. Here are a few candidate images. Which one is most suitable to be the next image in the sequence? | B | Not supported with pagination yet | Not supported with pagination yet | Not supported with pagination yet | Not supported with pagination yet | Not supported with pagination yet | |||||||||
exp-10 | Here are 3 images. They are arranged in logical order. Here are a few candidate images. Which one is most suitable to be the next image in the sequence? | A | Not supported with pagination yet | Not supported with pagination yet | Not supported with pagination yet | Not supported with pagination yet | Not supported with pagination yet | |||||||||
exp-11 | Here are 8 images. They are arranged in logical order. Here are a few candidate images. Which one is most suitable to be the next image in the sequence? | F | ||||||||||||||
exp-12 | Here are 8 images. They are arranged in logical order. Here are a few candidate images. Which one is most suitable to be the next image in the sequence? | C | ||||||||||||||
exp-13 | Here are 8 images. They are arranged in logical order. Here are a few candidate images. Which one is most suitable to be the next image in the sequence? | E | ||||||||||||||
exp-14 | Here are 8 images. They are arranged in logical order. Here are a few candidate images. Which one is most suitable to be the next image in the sequence? | A | ||||||||||||||
exp-15 | Here are 3 images. They are arranged in logical order. Here are a few candidate images. Which one is most suitable to be the next image in the sequence? | A | Not supported with pagination yet | Not supported with pagination yet | Not supported with pagination yet | Not supported with pagination yet | Not supported with pagination yet | |||||||||
exp-16 | Here are 3 images. They are arranged in logical order. Here are a few candidate images. Which one is most suitable to be the next image in the sequence? | E | Not supported with pagination yet | Not supported with pagination yet | Not supported with pagination yet | Not supported with pagination yet | Not supported with pagination yet | |||||||||
exp-17 | Here are 3 images. They are arranged in logical order. Here are a few candidate images. Which one is most suitable to be the next image in the sequence? | F | Not supported with pagination yet | Not supported with pagination yet | Not supported with pagination yet | Not supported with pagination yet | Not supported with pagination yet | |||||||||
exp-18 | Here are 3 images. They are arranged in logical order. Here are a few candidate images. Which one is most suitable to be the next image in the sequence? | F | Not supported with pagination yet | Not supported with pagination yet | Not supported with pagination yet | Not supported with pagination yet | Not supported with pagination yet | |||||||||
exp-19 | Here are 3 images. They are arranged in logical order. Here are a few candidate images. Which one is most suitable to be the next image in the sequence? | A | Not supported with pagination yet | Not supported with pagination yet | Not supported with pagination yet | Not supported with pagination yet | Not supported with pagination yet | |||||||||
exp-20 | Here are 3 images. They are arranged in logical order. Here are a few candidate images. Which one is most suitable to be the next image in the sequence? | B | Not supported with pagination yet | Not supported with pagination yet | Not supported with pagination yet | Not supported with pagination yet | Not supported with pagination yet | |||||||||
exp-21 | Here are 3 images. They are arranged in logical order. Here are a few candidate images. Which one is most suitable to be the next image in the sequence? | B | Not supported with pagination yet | Not supported with pagination yet | Not supported with pagination yet | Not supported with pagination yet | Not supported with pagination yet | |||||||||
exp-22 | Here are 3 images. They are arranged in logical order. Here are a few candidate images. Which one is most suitable to be the next image in the sequence? | A | Not supported with pagination yet | Not supported with pagination yet | Not supported with pagination yet | Not supported with pagination yet | Not supported with pagination yet | |||||||||
exp-23 | Here are 3 images. They are arranged in logical order. Here are a few candidate images. Which one is most suitable to be the next image in the sequence? | E | Not supported with pagination yet | Not supported with pagination yet | Not supported with pagination yet | Not supported with pagination yet | Not supported with pagination yet | |||||||||
exp-24 | Here are 3 images. They are arranged in logical order. Here are a few candidate images. Which one is most suitable to be the next image in the sequence? | D | Not supported with pagination yet | Not supported with pagination yet | Not supported with pagination yet | Not supported with pagination yet | Not supported with pagination yet | |||||||||
exp-25 | Here are 3 images. They are arranged in logical order. Here are a few candidate images. Which one is most suitable to be the next image in the sequence? | C | Not supported with pagination yet | Not supported with pagination yet | Not supported with pagination yet | Not supported with pagination yet | Not supported with pagination yet | |||||||||
exp-26 | Here are 3 images. They are arranged in logical order. Here are a few candidate images. Which one is most suitable to be the next image in the sequence? | A | Not supported with pagination yet | Not supported with pagination yet | Not supported with pagination yet | Not supported with pagination yet | Not supported with pagination yet | |||||||||
exp-27 | Here are 3 images. They are arranged in logical order. Here are a few candidate images. Which one is most suitable to be the next image in the sequence? | C | Not supported with pagination yet | Not supported with pagination yet | Not supported with pagination yet | Not supported with pagination yet | Not supported with pagination yet | |||||||||
exp-28 | Here are 3 images. They are arranged in logical order. Here are a few candidate images. Which one is most suitable to be the next image in the sequence? | F | Not supported with pagination yet | Not supported with pagination yet | Not supported with pagination yet | Not supported with pagination yet | Not supported with pagination yet | |||||||||
exp-29 | Here are 3 images. They are arranged in logical order. Here are a few candidate images. Which one is most suitable to be the next image in the sequence? | D | Not supported with pagination yet | Not supported with pagination yet | Not supported with pagination yet | Not supported with pagination yet | Not supported with pagination yet | |||||||||
exp-30 | Here are 8 images. They are arranged in logical order. Here are a few candidate images. Which one is most suitable to be the next image in the sequence? | F | ||||||||||||||
exp-31 | Here are 8 images. They are arranged in logical order. Here are a few candidate images. Which one is most suitable to be the next image in the sequence? | C | ||||||||||||||
exp-32 | Here are 8 images. They are arranged in logical order. Here are a few candidate images. Which one is most suitable to be the next image in the sequence? | C | ||||||||||||||
exp-33 | Here are 4 images. They are arranged in logical order. Here are a few candidate images. Which one is most suitable to be the next image in the sequence? | A | Not supported with pagination yet | Not supported with pagination yet | Not supported with pagination yet | Not supported with pagination yet | ||||||||||
exp-34 | Here are 3 images. They are arranged in logical order. Here are a few candidate images. Which one is most suitable to be the next image in the sequence? | E | Not supported with pagination yet | Not supported with pagination yet | Not supported with pagination yet | Not supported with pagination yet | Not supported with pagination yet | |||||||||
exp-35 | Here are 4 images. They are arranged in logical order. Here are a few candidate images. Which one is most suitable to be the next image in the sequence? | D | Not supported with pagination yet | Not supported with pagination yet | Not supported with pagination yet | Not supported with pagination yet | ||||||||||
exp-36 | Here are 4 images. They are arranged in logical order. Here are a few candidate images. Which one is most suitable to be the next image in the sequence? | F | Not supported with pagination yet | Not supported with pagination yet | Not supported with pagination yet | Not supported with pagination yet | ||||||||||
exp-37 | Here are 3 images. They are arranged in logical order. Here are a few candidate images. Which one is most suitable to be the next image in the sequence? | B | Not supported with pagination yet | Not supported with pagination yet | Not supported with pagination yet | Not supported with pagination yet | Not supported with pagination yet | |||||||||
exp-38 | Here are 3 images. They are arranged in logical order. Here are a few candidate images. Which one is most suitable to be the next image in the sequence? | A | Not supported with pagination yet | Not supported with pagination yet | Not supported with pagination yet | Not supported with pagination yet | Not supported with pagination yet | |||||||||
exp-39 | Here are 3 images. They are arranged in logical order. Here are a few candidate images. Which one is most suitable to be the next image in the sequence? | E | Not supported with pagination yet | Not supported with pagination yet | Not supported with pagination yet | Not supported with pagination yet | Not supported with pagination yet | |||||||||
exp-40 | Here are 3 images. They are arranged in logical order. Here are a few candidate images. Which one is most suitable to be the next image in the sequence? | C | Not supported with pagination yet | Not supported with pagination yet | Not supported with pagination yet | Not supported with pagination yet | Not supported with pagination yet | |||||||||
exp-41 | Here are 3 images. They are arranged in logical order. Here are a few candidate images. Which one is most suitable to be the next image in the sequence? | F | Not supported with pagination yet | Not supported with pagination yet | Not supported with pagination yet | Not supported with pagination yet | Not supported with pagination yet | |||||||||
exp-42 | Here are 3 images. They are arranged in logical order. Here are a few candidate images. Which one is most suitable to be the next image in the sequence? | B | Not supported with pagination yet | Not supported with pagination yet | Not supported with pagination yet | Not supported with pagination yet | Not supported with pagination yet | |||||||||
exp-43 | Here are 3 images. They are arranged in logical order. Here are a few candidate images. Which one is most suitable to be the next image in the sequence? | F | Not supported with pagination yet | Not supported with pagination yet | Not supported with pagination yet | Not supported with pagination yet | Not supported with pagination yet | |||||||||
exp-44 | Here are 3 images. They are arranged in logical order. Here are a few candidate images. Which one is most suitable to be the next image in the sequence? | D | Not supported with pagination yet | Not supported with pagination yet | Not supported with pagination yet | Not supported with pagination yet | Not supported with pagination yet | |||||||||
exp-45 | Here are 3 images. They are arranged in logical order. Here are a few candidate images. Which one is most suitable to be the next image in the sequence? | A | Not supported with pagination yet | Not supported with pagination yet | Not supported with pagination yet | Not supported with pagination yet | Not supported with pagination yet | |||||||||
exp-46 | Here are 3 images. They are arranged in logical order. Here are a few candidate images. Which one is most suitable to be the next image in the sequence? | B | Not supported with pagination yet | Not supported with pagination yet | Not supported with pagination yet | Not supported with pagination yet | Not supported with pagination yet | |||||||||
exp-47 | Here are 3 images. They are arranged in logical order. Here are a few candidate images. Which one is most suitable to be the next image in the sequence? | B | Not supported with pagination yet | Not supported with pagination yet | Not supported with pagination yet | Not supported with pagination yet | Not supported with pagination yet | |||||||||
exp-48 | Here are 8 images. They are arranged in logical order. Here are a few candidate images. Which one is most suitable to be the next image in the sequence? | E | ||||||||||||||
exp-49 | Here are 3 images. They are arranged in logical order. Here are a few candidate images. Which one is most suitable to be the next image in the sequence? | D | Not supported with pagination yet | Not supported with pagination yet | Not supported with pagination yet | Not supported with pagination yet | Not supported with pagination yet | |||||||||
exp-50 | Here are 8 images. They are arranged in logical order. Here are a few candidate images. Which one is most suitable to be the next image in the sequence? | B |
Dataset Card for "IQ50"
Large-scale Multi-modality Models Evaluation Suite
Accelerating the development of large-scale multi-modality models (LMMs) with
lmms-eval
🏠 Homepage | 📚 Documentation | 🤗 Huggingface Datasets
This Dataset
This is a formatted version of IQ50. It is used in our lmms-eval pipeline to allow for one-click evaluations of large multi-modality models.
@article{huang2023language,
title={Language is not all you need: Aligning perception with language models},
author={Huang, Shaohan and Dong, Li and Wang, Wenhui and Hao, Yaru and Singhal, Saksham and Ma, Shuming and Lv, Tengchao and Cui, Lei and Mohammed, Owais Khan and Liu, Qiang and others},
journal={arXiv preprint arXiv:2302.14045},
volume={1},
number={2},
pages={3},
year={2023}
}
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