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How to implement 92.9% OA? about dgcnn HOT 4 OPEN

357998846 avatar 357998846 commented on June 23, 2024
How to implement 92.9% OA?

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Comments (4)

guochengqian avatar guochengqian commented on June 23, 2024

I confirm it is easy to achieve the 92.9 OA using their code (results reported using the best model).
Exp show that you can achieve even better results (like 93.1) using the same number epochs as KPConv (400 epochs) instead of 250 epochs.

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sheshap avatar sheshap commented on June 23, 2024

I got 92.4%

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sunhufei avatar sunhufei commented on June 23, 2024

Train 26, loss: 3.676545, train acc: 0.075407, train avg acc: 0.030953
Test 26, loss: 3.640235, test acc: 0.042139, test avg acc: 0.026000
Train 27, loss: 3.671733, train acc: 0.072358, train avg acc: 0.030758
Test 27, loss: 3.637559, test acc: 0.044976, test avg acc: 0.027750
Train 28, loss: 3.675745, train acc: 0.073272, train avg acc: 0.031713
Test 28, loss: 3.636188, test acc: 0.068071, test avg acc: 0.042000
Train 29, loss: 3.691305, train acc: 0.071545, train avg acc: 0.030454

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sunhufei avatar sunhufei commented on June 23, 2024

Why is the accuracy rate so low? #81

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