deepinsight / deepinsight/insightface

Why I get a higher acc but lower val?

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#2,442 3 comments 0 reactions 0 assignees View on GitHub
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Python
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Description

```Training: 2023-09-28 10:43:03,501-[custom_data710][1]XNorm: 23.215232
Training: 2023-09-28 10:43:03,501-[custom_data710][1]Accuracy-Flip: 0.89930+-0.03038
Training: 2023-09-28 10:43:03,501-[custom_data710][1]val: 0.10618, far: 0.10000
Training: 2023-09-28 10:43:03,501-[custom_data710][1]Accuracy-Highest: 0.89930

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Research direction

No files, tests, or entry points are identified. Start by tracing the training metrics that produce XNorm, Accuracy-Flip, val, far, and Accuracy-Highest, then compare how training and validation accuracy are calculated; done means explaining the discrepancy or identifying a reproducible metric problem.

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Assessment

Tech stack
python
Domain
machine-learning
Issue type
Bug
Difficulty
4/5
Estimated time
3-5 days
Activity status
Stale
Clarity
Needs clarification
Newbie friendliness
20/100

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