Datasets:
index int64 3 1.5k | question stringlengths 12 579 | answer stringclasses 4
values | category stringclasses 6
values | l2_category stringclasses 18
values | bench stringclasses 6
values | image stringlengths 1.54k 1.03M | A stringlengths 1 356 | B stringlengths 1 459 | C stringlengths 1 446 ⌀ | D stringlengths 1 460 ⌀ | _lite_source_index int64 3 1.5k | _lite_task_id stringclasses 1
value |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
3 | What is the most prominent feature in the image? | C | coarse perception | image scene and topic | SEEDBench_IMG | /9j/4AAQSkZJRgABAQAAAQABAAD/2wBDAAgGBgcGBQgHBwcJCQgKDBQNDAsLDBkSEw8UHRofHh0aHBwgJC4nICIsIxwcKDcpLDAxNDQ0Hyc5PTgyPC4zNDL/2wBDAQkJCQwLDBgNDRgyIRwhMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjL/wAARCAF5AgADASIAAhEBAxEB/8QAHwAAAQUBAQEBAQEAAAAAAAAAAAECAwQFBgcICQoL/8QAtRAAAgEDAwIEAwUFBAQAAAF9AQIDAAQRBRIh... | The skyline | The golf course | The trees | The person | 3 | mmstar |
4 | What is the center of focus in the image? | A | coarse perception | image scene and topic | SEEDBench_IMG | /9j/4AAQSkZJRgABAQAAAQABAAD/2wBDAAgGBgcGBQgHBwcJCQgKDBQNDAsLDBkSEw8UHRofHh0aHBwgJC4nICIsIxwcKDcpLDAxNDQ0Hyc5PTgyPC4zNDL/2wBDAQkJCQwLDBgNDRgyIRwhMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjL/wAARCAGfAgADASIAAhEBAxEB/8QAHwAAAQUBAQEBAQEAAAAAAAAAAAECAwQFBgcICQoL/8QAtRAAAgEDAwIEAwUFBAQAAAF9AQIDAAQRBRIh... | A man writing in a book | A boy with his head in his hands surrounded by books | A cluttered desk with books and a pen | A stack of books covering a young man's face | 4 | mmstar |
5 | What is the main subject of the flyer seen in the image? | D | coarse perception | image scene and topic | SEEDBench_IMG | /9j/4AAQSkZJRgABAQAAAQABAAD/2wBDAAgGBgcGBQgHBwcJCQgKDBQNDAsLDBkSEw8UHRofHh0aHBwgJC4nICIsIxwcKDcpLDAxNDQ0Hyc5PTgyPC4zNDL/2wBDAQkJCQwLDBgNDRgyIRwhMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjL/wAARCAIAAYADASIAAhEBAxEB/8QAHwAAAQUBAQEBAQEAAAAAAAAAAAECAwQFBgcICQoL/8QAtRAAAgEDAwIEAwUFBAQAAAF9AQIDAAQRBRIh... | Hair products | Makeup products | Spa services | Skin products | 5 | mmstar |
10 | What time of day is it in the image? | D | coarse perception | image scene and topic | SEEDBench_IMG | "/9j/4AAQSkZJRgABAQAAAQABAAD/2wBDAAgGBgcGBQgHBwcJCQgKDBQNDAsLDBkSEw8UHRofHh0aHBwgJC4nICIsIxwcKDcpLDA(...TRUNCATED) | Noon | Evening | Night | Dawn | 10 | mmstar |
11 | What is the dominant feature in the image? | D | coarse perception | image scene and topic | SEEDBench_IMG | "/9j/4AAQSkZJRgABAQAAAQABAAD/2wBDAAgGBgcGBQgHBwcJCQgKDBQNDAsLDBkSEw8UHRofHh0aHBwgJC4nICIsIxwcKDcpLDA(...TRUNCATED) | The bridge | The lake | The city skyline | The buildings | 11 | mmstar |
17 | What is the overall theme of the image? | C | coarse perception | image scene and topic | SEEDBench_IMG | "/9j/4AAQSkZJRgABAQAAAQABAAD/2wBDAAgGBgcGBQgHBwcJCQgKDBQNDAsLDBkSEw8UHRofHh0aHBwgJC4nICIsIxwcKDcpLDA(...TRUNCATED) | Beach vacation | Athletic lifestyle | Summer fashion | Urban street style | 17 | mmstar |
19 | <image 1> Which of the following is the most accurate statement of the cartoonist's meaning? | B | coarse perception | image scene and topic | MMMU | "/9j/4AAQSkZJRgABAQAAAQABAAD/2wBDAAgGBgcGBQgHBwcJCQgKDBQNDAsLDBkSEw8UHRofHh0aHBwgJC4nICIsIxwcKDcpLDA(...TRUNCATED) | World War I is the crime of the ages | ALl nations involved in World War I at its outbreak are to blame for it | Russia and Austria are blamed unfairly | The nations of Europe are blaming one another | 19 | mmstar |
21 | What is the overall theme of this image? | B | coarse perception | image scene and topic | SEEDBench_IMG | "/9j/4AAQSkZJRgABAQAAAQABAAD/2wBDAAgGBgcGBQgHBwcJCQgKDBQNDAsLDBkSEw8UHRofHh0aHBwgJC4nICIsIxwcKDcpLDA(...TRUNCATED) | Sports | Sunset | Nature | Kids playing | 21 | mmstar |
24 | Which action is performed in this image? | C | coarse perception | image scene and topic | MMBench | "/9j/4AAQSkZJRgABAQAAAQABAAD/2wBDAAgGBgcGBQgHBwcJCQgKDBQNDAsLDBkSEw8UHRofHh0aHBwgJC4nICIsIxwcKDcpLDA(...TRUNCATED) | marching | playing cymbals | long jump | cheerleading | 24 | mmstar |
29 | What is the main purpose of this garden? | A | coarse perception | image scene and topic | SEEDBench_IMG | "/9j/4AAQSkZJRgABAQAAAQABAAD/2wBDAAgGBgcGBQgHBwcJCQgKDBQNDAsLDBkSEw8UHRofHh0aHBwgJC4nICIsIxwcKDcpLDA(...TRUNCATED) | A venue for outdoor events | A place for sports activities | A spot for quiet and peaceful recreation | A location for plant research and study | 29 | mmstar |
End of preview. Expand in Data Studio
mmstar: 500-sample lite benchmark
500 evaluation examples sampled with seed 42. Sampling: uniform random rows without replacement.
Sources and attribution
- morpheushoc/MMStar_opencompass, revision
6cc296736fa01334391ec0b819b04d9836e34a3a.
Original dataset and source-image terms apply; this subset does not relicense them. See the linked upstream datasets for their license and citation information.
Reproducibility
subset.json records the pinned sources, selected source indices, decoded-image/label hashes, native task configurations, seed, and sampling procedure. _lite_source_index and _lite_task_id identify each example in its prepared source split. Image bytes are embedded in the Parquet files; no cluster paths are required. Original pixels, questions, reference labels, and scoring fields are preserved.
This is an evaluation subset. Its scores are not full-benchmark scores. Use the native benchmark metrics from foveated_vlm. This benchmark uses automatic scoring.
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