KOFFVQA: An Objectively Evaluated Free-form VQA Benchmark for Large Vision-Language Models in the Korean Language
Paper โข 2503.23730 โข Published โข 3
index int64 0 274 | image stringlengths 8.25k 537k | question stringlengths 18 141 | answer stringlengths 18 199 | category stringclasses 10
values | l2-category stringclasses 3
values |
|---|---|---|---|---|---|
0 | /9j/4AAQSkZJRgABAQAAAQABAAD/2wBDAAgGBgcGBQgHBwcJCQgKDBQNDAsLDBkSEw8UHRofHh0aHBwgJC4nICIsIxwcKDcpLDAxNDQ0Hyc5PTgyPC4zNDL/2wBDAQkJCQwLDBgNDRgyIRwhMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjL/wAARCAHgAoADASIAAhEBAxEB/8QAHwAAAQUBAQEBAQEAAAAAAAAAAAECAwQFBgcICQoL/8QAtRAAAgEDAwIEAwUFBAQAAAF9AQIDAAQRBRIh... | ์ด ์ฌ์ง์ ๋นํ๊ธฐ๊ฐ ๋ณด์
๋๊น? ๋ณด์ธ๋ค๋ฉด ๋ช ๋๊ฐ ์์ต๋๊น? | * ๋นํ๊ธฐ๊ฐ ์กด์ฌํ๋ค๋ ๊ฑธ ์ณ๊ฒ ์ค๋ช
ํ์ผ๋ฉด +5์
* ๋นํ๊ธฐ์ ๊ฐ์๊ฐ 2๋๋ผ๋ ๊ฑธ ์ณ๊ฒ ์ค๋ช
ํ์ผ๋ฉด +5์ | object attributes | perception |
1 | /9j/4AAQSkZJRgABAQAAAQABAAD/2wBDAAgGBgcGBQgHBwcJCQgKDBQNDAsLDBkSEw8UHRofHh0aHBwgJC4nICIsIxwcKDcpLDAxNDQ0Hyc5PTgyPC4zNDL/2wBDAQkJCQwLDBgNDRgyIRwhMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjL/wAARCAHgAoADASIAAhEBAxEB/8QAHwAAAQUBAQEBAQEAAAAAAAAAAAECAwQFBgcICQoL/8QAtRAAAgEDAwIEAwUFBAQAAAF9AQIDAAQRBRIh... | ์ด ์ฌ์ง์ ์ฌ๋์ด ๋ณด์
๋๊น? ๋ณด์ธ๋ค๋ฉด ์ฌ๋์ ์ด๋์ ์์นํด ์์ต๋๊น? | * ์ฌ๋์ด ๋ณด์ธ๋ค๊ณ ์ณ๊ฒ ํ์ ํ๋ค๋ฉด +4์
* ์ฌ๋์ด ์ฌ์ง์ ์์ชฝ ๋๋ ์ฌ์ง์ ๋ค์ชฝ์ ์์นํ ๋นํ๊ธฐ ์๋์ ์๋ค๊ณ ์ณ๊ฒ ์ค๋ช
ํ๋ค๋ฉด +6์ | object attributes | perception |
2 | "/9j/4AAQSkZJRgABAQAAAQABAAD/2wBDAAgGBgcGBQgHBwcJCQgKDBQNDAsLDBkSEw8UHRofHh0aHBwgJC4nICIsIxwcKDcpLDA(...TRUNCATED) | "์ด ์ฌ์ง์ ์กด์ฌํ๋ ๋นํ๊ธฐ๋ค์ ์ฃผ ๋ ๊ฐ ๊ฐ์๋ฅผ ํฉ์น๋ฉด ์ด ๋ช ๊ฐ๊ฐ ์์๊น(...TRUNCATED) | "* 6๊ฐ๋ผ๊ณ ์ณ๊ฒ ๋ตํ๋ค๋ฉด +7์ \n* ์์ ๊ธฐ์ค์ ์ถฉ์กฑํ์ ๋, ๋ ๊ฐ ๊ฐ์๋ฅผ ์ธ(...TRUNCATED) | object attributes | perception |
3 | "/9j/4AAQSkZJRgABAQAAAQABAAD/2wBDAAgGBgcGBQgHBwcJCQgKDBQNDAsLDBkSEw8UHRofHh0aHBwgJC4nICIsIxwcKDcpLDA(...TRUNCATED) | ์ด ์ฌ์ง์ ์ฑ์๊ฐ ๋ณด์
๋๊น? ๋ณด์ธ๋ค๋ฉด ์ด๋ค ์ข
๋ฅ์ ์ฑ์์
๋๊น? | "* ์ฌ์ง์ ์ฑ์๊ฐ ์๋ค๊ณ ์ณ๊ฒ ๋ตํ๋ค๋ฉด +10์ \n* ์ฑ์๊ฐ ์๋ค๊ณ ๋ตํ๊ฑฐ๋ ์ฑ(...TRUNCATED) | object attributes | perception |
4 | "/9j/4AAQSkZJRgABAQAAAQABAAD/2wBDAAgGBgcGBQgHBwcJCQgKDBQNDAsLDBkSEw8UHRofHh0aHBwgJC4nICIsIxwcKDcpLDA(...TRUNCATED) | ์ด ์ฌ์ง์ ๋ฑ์ฅํ๋ ์นผ๋ ์ ๊ฐ์๋ ์ด ๋ช ๊ฐ์
๋๊น? | * 9๊ฐ๋ผ๊ณ ์ณ๊ฒ ๋ตํ๋ค๋ฉด 10์ | object attributes | perception |
5 | "/9j/4AAQSkZJRgABAQAAAQABAAD/2wBDAAgGBgcGBQgHBwcJCQgKDBQNDAsLDBkSEw8UHRofHh0aHBwgJC4nICIsIxwcKDcpLDA(...TRUNCATED) | ์ด ์ฌ์ง์์ ๋งจ ์ค๋ฅธ์ชฝ ์์ ์๋ ์นผ์ ์์ก์ด๋ ๋ฌด์จ ์์
๋๊น? | * ์ฒญ๋ก์์ด๋ผ๊ณ ๋๋ ํธ๋ฅธ์์ด๋ผ๊ณ ์ณ๊ฒ ๋ตํ๋ค๋ฉด 10์ | object attributes | perception |
6 | "/9j/4AAQSkZJRgABAQAAAQABAAD/2wBDAAgGBgcGBQgHBwcJCQgKDBQNDAsLDBkSEw8UHRofHh0aHBwgJC4nICIsIxwcKDcpLDA(...TRUNCATED) | ์ด ์ฌ์ง์์ ๋ณด์ด๋ ๋ฐํด ์๋ ๋ช ๊ฐ์
๋๊น? | * 2๊ฐ๋ผ๊ณ ์ณ๊ฒ ๋ตํ๋ค๋ฉด 10์ | object attributes | perception |
7 | "/9j/4AAQSkZJRgABAQAAAQABAAD/2wBDAAgGBgcGBQgHBwcJCQgKDBQNDAsLDBkSEw8UHRofHh0aHBwgJC4nICIsIxwcKDcpLDA(...TRUNCATED) | "์ด ์ฌ์ง์์ ์ฌ๋์ ์ด๋ค ์ข
๋ฅ์ ์ ๋ฐ์ ์ ๊ณ ์์ต๋๊น? ๊ทธ๋ฆฌ๊ณ ์ ๋ฐ์ ์(...TRUNCATED) | "* ์ด๋ํ ๋๋ ์บ๋ฒ์คํ๋ผ๊ณ ์ณ๊ฒ ๋ตํ๋ค๋ฉด +5์ \n* ์๊น์ด ํฐ์์ด๋ผ๊ณ ๋๋(...TRUNCATED) | object attributes | perception |
8 | "/9j/4AAQSkZJRgABAQAAAQABAAD/2wBDAAgGBgcGBQgHBwcJCQgKDBQNDAsLDBkSEw8UHRofHh0aHBwgJC4nICIsIxwcKDcpLDA(...TRUNCATED) | ์ด ์ฌ์ง์์ ๋ณด์ด๋ ์ฐจ๋์ ์ข
๋ฅ์ ์์ ๋ํด ์ค๋ช
ํ์ธ์. | "* ์ฐจ๊ฐ ์นํฉ์ฐจ๋ผ๊ณ ๋๋ ๋ฐด์ด๋ผ๊ณ ์ณ๊ฒ ํ์ ํ๋ค๋ฉด +5์ \n* ์ฐจ๊ฐ ํฐ์์ด๋ผ๊ณ (...TRUNCATED) | object attributes | perception |
9 | "/9j/4AAQSkZJRgABAQAAAQABAAD/2wBDAAgGBgcGBQgHBwcJCQgKDBQNDAsLDBkSEw8UHRofHh0aHBwgJC4nICIsIxwcKDcpLDA(...TRUNCATED) | ์ฌ์ง์์ ๊ฐ๊ฐ ๋ณด์
๋๊น? ๋ณด์ธ๋ค๋ฉด ๊ฐ์ ์ ๋๋ ๋ฌด๋ฌ์ ๋ํด ์ค๋ช
ํ์ธ์. | "* ์ฌ์ง์ ๊ฐ๊ฐ ์กด์ฌํ๋ค๊ณ ์ณ๊ฒ ํ์ ํ๋ค๋ฉด +4์ \n* ์ฌ์ง์ ๊ฐ๊ฐ ๊ฒ์์์ด๋ผ(...TRUNCATED) | object attributes | perception |
KOFFVQA is a general-purpose VLM benchmark in the Korean language. For more information, refer to our leaderboard page and the official evaluation code.
This contains the data for the benchmark consisting of images, their corresponding questions, and response grading criteria. The benchmark focuses on free-form visual question answering, evaluating the ability of large vision-language models to generate comprehensive and accurate text responses to questions about images.
@article{kim2025koffvqa,
title={KOFFVQA: An Objectively Evaluated Free-form VQA Benchmark for Large Vision-Language Models in the Korean Language},
author={Kim, Yoonshik and Jung, Jaeyoon},
journal={arXiv preprint arXiv:2503.23730},
year={2025}
}