open-compass / open-compass/VLMEvalKit

mvbench bug

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Description

https://github.com/open-compass/VLMEvalKit/blob/76d6258c63323db464a0cc20da2e653becb610cc/vlmeval/dataset/mvbench.py#L410

这里应该是 data.loc[data['index'] == idx, 'score'] = int(check_ans_with_model ?

跑mvbench前十个子集的时候发现出现NaN的类别,看着像这行的问题

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Research direction

Start at vlmeval/dataset/mvbench.py around line 410 and inspect the score assignment referenced in the issue. Reproduce the run for the first ten MVBench subsets, verify which categories produce NaN, and confirm that the corrected assignment produces valid scores for them.

Written by the indexing model from the issue text.

Assessment

Tech stack
python
Domain
machine-learning
Issue type
Bug
Difficulty
2/5
Estimated time
1-3 hours
Activity status
Stale
Clarity
Mostly clear
Newbie friendliness
48/100

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