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roboflow/model-leaderboard

Question About Reported Results

Hi there! :wave: First off, amazing job putting together a leaderboard with so many models! 🙌 It’s such a valuable resource for the community to compare performance easily—thank you for making this effort! ...

• rafaelpadilla
·
• 1
·
• Opened 
  on Dec 19, 2024
·
• #67

roboflow/model-leaderboard

Should Precision/Recall be added to the leaderboard?

Hi, In most papers, we only see mAP, which is a good aggregate metric for the comparison over the horizon, but it fails to provide further insights. The inclusion of F1 in the leaderboard is a great step! ...

enhancement

• patel-zeel
·
• 3
·
• Opened 
  on Oct 7, 2024
·
• #46

roboflow/model-leaderboard

Explain what small / medium / large objects are

We are using the small / medium / large object definitions from the COCO dataset. https://cocodataset.org/#detection-eval Placing a link or an explanation on how to interpret these categories would be ...

api:frontend

• LinasKo
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• 1
·
• Opened 
  on Oct 1, 2024
·
• #45

roboflow/model-leaderboard

Adding flops and input img size to leaderboard

I think this will be nice addition.

• kostum123
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• 2
·
• Opened 
  on Sep 30, 2024
·
• #44

roboflow/model-leaderboard

feat: Benchmarking environment and hyper parameters.

Hi @LinasKo and @onuralpszr , for creating this leaderboard. This leaderboard this really helpful for model selection. I think you should mention what environment is used and what hyperparameters are ...

• hmasum52
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• 2
·
• Opened 
  on Sep 12, 2024
·
• #28

roboflow/model-leaderboard

Error in RTDETR checkpoint download

Hi @LinasKo and @onuralpszr, Thanks a lot for developing this comprehensive leaderboard! I was trying to run rtdetr_r101vd model, but it seems there is some issue with downloading the checkpoint. It ...

question

• patel-zeel
·
• 3
·
• Opened 
  on Sep 10, 2024
·
• #18

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