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cavalleria avatar cavalleria commented on July 19, 2024

the result is below i tested
Epoch 24/24, Evaluation: LFW Acc: 0.9974999999999999, CFP_FP Acc: 0.9620000000000001, AgeDB Acc: 0.9743333333333334, VGG2_FP Acc: 0.9410000000000001

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FeiMiBa avatar FeiMiBa commented on July 19, 2024

the result is below i tested
Epoch 24/24, Evaluation: LFW Acc: 0.9974999999999999, CFP_FP Acc: 0.9620000000000001, AgeDB Acc: 0.9743333333333334, VGG2_FP Acc: 0.9410000000000001

Do you mind sharing your testing sets, I need to double check mine.

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cavalleria avatar cavalleria commented on July 19, 2024

you can download from https://github.com/ZhaoJ9014/face.evoLVe.PyTorch#data-zoo, you should check your evaluation code

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FeiMiBa avatar FeiMiBa commented on July 19, 2024

It seems you use euclidean distance rather than cosine distance for evaluation? I printed out the best thresholds in your code and they are all greater than 1.

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cavalleria avatar cavalleria commented on July 19, 2024

It seems you use euclidean distance rather than cosine distance for evaluation? I printed out the best thresholds in your code and they are all greater than 1.

normalized cos similarity is equal to euclidean distance

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FeiMiBa avatar FeiMiBa commented on July 19, 2024

The gaps are:
-LFW, my dataset was cropped to 128x128, extra resizing operation causes huge variance
-CFP-FP, nosie in my dataset
-AgeDB-30, variance caused by rounding

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