xiaomengyc / I2C

(ECCV2020) Inter-Image Communication for Weakly Supervised Localization
http://www.ecva.net/papers/eccv_2020/papers_ECCV/papers/123640273.pdf
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Cannot reproduce the results in Table 1 #5

Open machengcheng2016 opened 2 years ago

machengcheng2016 commented 2 years ago

Greetings! I am trying to reproduce the experimental results in Table 1. However, after fixing the bugs in these scripts and training the inception3_i2c with hyper-parameters provided in script/train.sh, I only get 'Top1: tensor(34.6140) Top5: tensor(59.7620)', which are far away from the 26.7, 8.4 in the last line of Table 1. I think the reason behind such phenomenon lies in the hyper-parameters of training, as 5 epochs and no pretraining usually cannot guarantee the model convergence. But I cannot find any details about parameter setting in the paper. Could you give me some clues? Hope for reply.