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Experimental results about adapt HOT 10 OPEN

LPeng625 avatar LPeng625 commented on August 19, 2024
Experimental results

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Comments (10)

haoshuai714 avatar haoshuai714 commented on August 19, 2024

How many video frames are you using? It feels like you used 4 or 8 frames, and the paper used 32 frames.
I'm not the author, I'm just guessing.

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LPeng625 avatar LPeng625 commented on August 19, 2024

How many video frames are you using? It feels like you used 4 or 8 frames, and the paper used 32 frames. I'm not the author, I'm just guessing.
Thank you. Have you reproduced the results in the paper?

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jxbbb avatar jxbbb commented on August 19, 2024

We use an early stop strategy, and you can check if the checkpoint before 40 is better.

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jxbbb avatar jxbbb commented on August 19, 2024

btw, can I take a look at the Tensorboard log?

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LPeng625 avatar LPeng625 commented on August 19, 2024

btw, can I take a look at the Tensorboard log?

Thanks for the reply. There are indeed better results before 40, but there is still a big gap with paper.
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LPeng625 avatar LPeng625 commented on August 19, 2024

ow many video frames are you using? It feels like you used 4 or 8 frames, and the paper used 32 frames.
I'm not the author, I'm just guessing.

32, this result seems to use 4 or 8 frames. We set bs to 2, I don't know if this is the reason.

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LPeng625 avatar LPeng625 commented on August 19, 2024

We use an early stop strategy, and you can check if the checkpoint before 40 is better.

Thanks, the best results are really close to the paper. I guess the gap is related to the training environment and the setting of the bs.

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ljy2222 avatar ljy2222 commented on August 19, 2024

We use an early stop strategy, and you can check if the checkpoint before 40 is better.

Thanks, the best results are really close to the paper. I guess the gap is related to the training environment and the setting of the bs.

Hi, I met the same problem, have you successfully reproduced the results in the paper, i.e. 32 frames in Table VI.

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LPeng625 avatar LPeng625 commented on August 19, 2024

We use an early stop strategy, and you can check if the checkpoint before 40 is better.

Thanks, the best results are really close to the paper. I guess the gap is related to the training environment and the setting of the bs.

Hi, I met the same problem, have you successfully reproduced the results in the paper, i.e. 32 frames in Table VI.

Hello, there is a gap between the results of our experiment and the paper results.

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ananditajam avatar ananditajam commented on August 19, 2024

Hi @jxbbb, the link(https://pan.baidu.com/s/1_eW-kLVBhf8lWGObGa4i9A?pwd=7zrz) you provided for downloading the preprocessed dataset is inaccessible. Could you please send the dataset via email?

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