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In doing xskillscore-based contingency table for SPI forecast verification (https://xskillscore.readthedocs.io/en/stable/api/xskillscore.Contingency.html), there is a mismatch if the allowed bin edges…
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Hi,
I was trying to reproduce the results of patchcore experiments.
At first, I tried the latest version of faiss-gpu (which is 1.7.2). But, it raises an Error as the picture below
![image](htt…
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Currently, we use presto for Seurat and SCE to implement quick wilcoxon rank sum DE testing and auROC calculation, but presto doesn't support DelayedArray or BPCells sparse matrices (and won't support…
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## 🐛 Bug
AUROC calculation is different when being called differently.
### To Reproduce
Copy the following code and run.
Note that when .update() is called, values that are greater than …
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Hi Author,
We've trained 15 UNets using the provided generated data and conducted segmentation tests. We would like to ask you some questions:
1. The provided data only contains 500 image-mask pairs…
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![image](https://github.com/amazon-science/patchcore-inspection/assets/113488512/4c981c82-880d-48d6-90e2-ef44556c906e)
Which of these three indicators corresponds to image level auroc and pixel level…
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Quite often beside the accuracy other evaluation methods are needed, like
the ROC-curve or then the Area-under-the-ROC-curve (AUROC) value.
Problems:
- only in two class problems
- need an pa…
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As I retrained the model on UCSD and avenue datasets, the result of AU of ROC on UCSD looks fine, but the AU of ROC on avenue is only 0.67 but AU of PR on avenue reached 0.8493.
Having made sure the…
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I am trying to reproduce CIFAR100-10T, but get much lower accuracy:
The results of first two task.
{0: {'tp_acc': 0.681, 'acc': 0.3}, 1: {'tp_acc': 0.651, 'acc': 0.259}, 'auroc': 0.57520375, 'fpr@…