how to solve the low accuracy after running the infer.py

[WangYuan-20]

Hello, I tried to download and run part of v1RGB database. The result in gazenet under experiments folder is shown in Figure 1

, but the result in inference under Experiments folder is shown in Figure 2

, with low accuracy.What do you think the problem is?Thank you for your help:)