opendilab / LMDrive

[CVPR 2024] LMDrive: Closed-Loop End-to-End Driving with Large Language Models
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Cannot reproduce the reported performance #52

Open MYZhangwww opened 1 month ago

MYZhangwww commented 1 month ago

Hi, thanks for your excellent work and code release! The closed-loop experiments are so exciting! However, I tried to reproduce the experimental results using the official code and model weights(LLaVA-v1.5-7B) on the LangAuto Long benchmark on an RTX 4090. The CARLA version was 0.9.10.1, but the results I obtained were lower than those reported in the paper. I got DS=25.044, RC = 36.526, but the results reported in the paper are: DS=36.2, RC=46.5. I find previous issues also encountered this problem, is there anything wrong in the released code?