SOTAVerified

Motion Forecasting

Motion forecasting is the task of predicting the location of a tracked object in the future

Papers

Showing 7180 of 205 papers

TitleStatusHype
GoIRL: Graph-Oriented Inverse Reinforcement Learning for Multimodal Trajectory Prediction0
Scaling Laws of Motion Forecasting and Planning -- A Technical Report0
HUMOF: Human Motion Forecasting in Interactive Social Scenes0
Contrast & Compress: Learning Lightweight Embeddings for Short Trajectories0
RetroMotion: Retrocausal Motion Forecasting Models are Instructable0
HAMF: A Hybrid Attention-Mamba Framework for Joint Scene Context Understanding and Future Motion Representation Learning0
VALISENS: A Validated Innovative Multi-Sensor System for Cooperative Automated Driving0
SafeCast: Risk-Responsive Motion Forecasting for Autonomous Vehicles0
CoT-Drive: Efficient Motion Forecasting for Autonomous Driving with LLMs and Chain-of-Thought Prompting0
Future-Aware Interaction Network For Motion Forecasting0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1WSTbrier-minFDE (K=6)26.41Unverified
2BaseballBrobrier-minFDE (K=6)24.35Unverified
3Constant velocity map priorbrier-minFDE (K=6)23.39Unverified
4DQSbrier-minFDE (K=6)12.88Unverified
5xjtub09brier-minFDE (K=6)11.46Unverified
6suubrier-minFDE (K=6)9.51Unverified
7yellowtaxibrier-minFDE (K=6)8.86Unverified
8Online_CLbrier-minFDE (K=6)8.75Unverified
9RuShengbrier-minFDE (K=6)8.38Unverified
10mmmdddbrier-minFDE (K=6)8.26Unverified