hhc1997/l2rm

l2rm's Issues

Results on MS-COCO 5K with noise ratio 0

nice work! Could you please provide the results on well-annotated MS-COCO 5K, i.e., MRate is 0.?
Or could you please provide the pre-trained models on MS-COCO?

cannot import name 'TrueBetaDistribution' from 'pomegranate

Hello， thanks for your excellent work.

Now I try to run the code however, I encounter some errors.

I got the error as follows,
Traceback (most recent call last):
File "/home/bbb/shicaiwei/L2RM/grammar_test.py", line 2, in
from pomegranate import GeneralMixtureModel,TrueBetaDistribution
ImportError: cannot import name 'TrueBetaDistribution' from 'pomegranate' (/home/bbb/anaconda3/envs/pytorch1.12/lib/python3.8/site-packages/pomegranate-0.14.8-py3.8-linux-x86_64.egg/pomegranate/init.py)

The version of the pomegranate I used is 0.14.8. I guess that may be caused by the version. Could you tell me what's version you used?

About the OT Loss

您好
OT Loss只计算了随机选择的reconstructed pairs的损失，那这个loss的数值有什么参考价值吗？我跑出来的loss一直在随机变化，应该是正常的吧？
请问您有没有训练全过程的training log，想参考一下各阶段loss变化和指标提升的情况

About the warmup process

Hello~
Why loss is decreasing while the accuracy is decreasing at the same time ? After 1 epoch, the accuracy is about 70%, then it drops as the epoch increases. Maybe this doesn't matter?