Comments (1)
These will be put into a further plan.
-
For the DESCRIPTION task, one concern is that the current pipeline using GPT-3.5 to evaluate GPT-4V may not be enough accurate, so we are working on
human_eval
to evaluate it (same for open-source models). Please stay tuned as that may take time. -
For the ASSESSMENT task, one big problem is that GPT-4V does not support
logits
as outputs, which is the basis of our evaluation setting. Another concern is that given the IQA datasets are large, without API, developing a good strategy for it and further testing will be very difficult and time-consuming. We will take a deep dive into this when the GPT-4V API is out.
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Related Issues (11)
- Question about model version. HOT 1
- About evaluation HOT 1
- Questions about gpt-4v-vs-human.png HOT 2
- About the details of evaluating the model offline. HOT 1
- Difference between llvisionqa_dev and llvisionqa_test HOT 1
- Stale link HOT 3
- The leaderboard is broken in display HOT 3
- no annotation json file for lldescribe data HOT 1
- The column names are misdisplayed...
- How to use it to evaluate the quality of generated image or video? HOT 1
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