List your company

Trajectory Prediction on WOD-E2E (val)

7.292RFSMotionLM
7.257167.492337.72757.96267May 19, 2026

Evaluation results

MethodLinks
MotionLMstatus=Baseline2026.057.2927.0837.2273.195
IL+VL-HLA (Loss)HLA Strategy=Auxiliary Loss2026.057.8417.7997.7792.825
Imitation Learningmode=Finetuned2026.057.8447.8617.8553.075
IL+VL-HLA (Input)HLA Strategy=Model Input2026.058.068.0328.0962.715
IL+VL-DPOTraining Strategy=Preference Tuning2026.058.1638.0698.1382.875