open-compass / open-compass/VLMEvalKit
There are some bugs within RefCOCO dataset
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Description
'RefCOCO': "https://huggingface.co/datasets/mjuicem/RefCOCO-VLMEvalKit/resolve/main/RefCOCO.tsv"
e.g.
119 /9j/4AAQSkZJRgABAQAAAQABAAD/2wBDAAgGBgcGB8aAP......./2Q== Please provide the bounding box coordinate of the region this sentence describes: rightest guyin black [0.088250, 0.033709, 0.469672, 0.474155] RefCOCO+ test-A
--- I suppose the prompt should be "guy in", not "guyin".
Hi @mjuicem Could you help check this out, and see if there are other issues about the dataset. Thanks :)
Contributor guide
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First steps
- Read the whole issue, then the project's contributing guide.
- Comment on the issue to say you are picking it up — it saves two people doing the same work.
- Fork the repository and make your change on a branch.
- Open a pull request that references the issue number.
Research direction
Start with the RefCOCO TSV at the linked Hugging Face URL and inspect the shown RefCOCO+ test-A row. Verify whether “guyin” should be “guy in” and check the dataset for similar prompt issues. Done means the confirmed dataset errors are corrected or clearly reported, including any additional issues found.
Written by the indexing model from the issue text.
Assessment
- Tech stack
- huggingface, python
- Domain
- computer-vision, data
- Issue type
- Bug
- Difficulty
- 2/5
- Estimated time
- 1-3 hours
- Activity status
- Stale
- Clarity
- Mostly clear
- Newbie friendliness
- 38/100