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AndyYuan96 avatar AndyYuan96 commented on August 26, 2024

Hi,
I have a question about training details.
I trained SE-SSD several times, but the performance is different from your paper.

In AP_40 with (0.7, 0.7, 0.7), 3d detection AP for easy, moderate, and hard sets are respectively about 93.XX, 84.XX, and 81.XX. with the CIA-SSD model provided in https://github.com/Vegeta2020/CIA-SSD, your default configuration (examples/second/configs/config.py), and the provided codes.
This AP seems similar to the performance of only consistency loss mode in table 3.

Cons loss ODIoU SA-DA Easy Moderate Hard

      • 92.58 83.22 80.15
    • X 93.02 83.70 80.68
  • X - 93.07 83.85 80.78
    X - - 93.13 84.15 81.17
    X X - 93.17 85.81 83.01
    X X X 93.19 86.12 83.31

Please let me know if there are any missing details.

same result with you, no improvement.

from se-ssd.

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