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accuracy issue about dgcnn HOT 11 CLOSED

wangyueft avatar wangyueft commented on May 24, 2024
accuracy issue

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Comments (11)

Haiyan-Chris-Wang avatar Haiyan-Chris-Wang commented on May 24, 2024

How many epochs did you run?

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FrankCAN avatar FrankCAN commented on May 24, 2024

250 epochs as default.

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Haiyan-Chris-Wang avatar Haiyan-Chris-Wang commented on May 24, 2024

I got the 92 result after I run the 250 epochs

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FrankCAN avatar FrankCAN commented on May 24, 2024

That's good, did you change any parameters in your code? As all the parameters I am using are default value. Many thanks for your help.

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Haiyan-Chris-Wang avatar Haiyan-Chris-Wang commented on May 24, 2024

I didn't change. just as default

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FrankCAN avatar FrankCAN commented on May 24, 2024

Hi,
Can you please share your train.py file and your training log file?, Then I can check the difference between our paprameters, many thanks.

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patrick-llgc avatar patrick-llgc commented on May 24, 2024

Another data point. I got 90.99% accuracy after 250 epochs.

eval mean loss: 1.431454
eval accuracy: 0.909903
eval avg class acc: 0.884221

I looked back a few epochs, and the eval accuracy reaches about 91.4. When you say 89%, are you referring to the overall accuracy or avg class accuracy? @FrankCAN

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YimingCuiCuiCui avatar YimingCuiCuiCui commented on May 24, 2024

Try to use Pytorch version rather than Tensorflow version and you will get a surprise.

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Yuquan-Lu avatar Yuquan-Lu commented on May 24, 2024

I got the 92 result after I run the 250 epochs

in paper,modelnet40 1024 points acc reach to 92.9%,2048 points reach to 93.5

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ShiQiu0419 avatar ShiQiu0419 commented on May 24, 2024

Try to use Pytorch version rather than Tensorflow version and you will get a surprise.

Hi, I have not found any pytorch codes for spatial transform part. Did I miss them?

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grxiao avatar grxiao commented on May 24, 2024

i just got the result of 91.2%
image

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