How can I reproduce the results on VATEX reported in TPAMI?

danieljf24 / hybrid_space

Source code of our TPAMI'21 paper Dual Encoding for Video Retrieval by Text and CVPR'19 paper Dual Encoding for Zero-Example Video Retrieval.

Apache License 2.0

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How can I reproduce the results on VATEX reported in TPAMI? #3

Closed ppj567 closed 2 years ago

ppj567 commented 3 years ago

Hi, I am evaluating the model of hybrid_space on VATEX dataset. The reproduced text-to-video results are a bit lower than reported in the paper, which are inferior to HGR model.

I tried to retrain the model but cannot reproduce the results superior to HGR. Could you give some tips about it? Many thanks.

danieljf24 commented 2 years ago

Sorry for the late reply. We used this code, but the performance fluctuates a bit due to random factors in SGD based training.