Trajectory Prediction
轨迹预测是预测道路上各种动态实体如汽车、公交车、行人、三轮车和动物等在未来短时间(1-3秒)和长时间(3-5秒)内的空间坐标。该任务旨在通过分析这些实体的不同动态行为,如激进或保守的驾驶风格,提供准确的预测,以增强自动驾驶系统和智能交通管理的安全性和效率。
ActEV
Pishgu
ApolloScape
SpectralCows
Apolloscape Trajectory
Trafficpredict
Argoverse
Argoverse2
ETH
Social-Implicit
ETH BIWI Walking Pedestrians dataset
Social Ways
ETH/UCY
NSP
ForkingPaths
Multiverse
GPS
GTA-IM Dataset
Skeleton-Graph
HEV-I
SGNet
Hotel BIWI Walking Pedestrians dataset
Social Ways
INTERACTION Dataset - Validation
ITRA
JAAD
SGNet
Lyft Level 5
NGSIM
TraPHic
nuScenes
UniTraj (MTR)
PAID
DESIRE
PIE
SGNet
PROX
Skeleton-Graph
SDD
Multiclass-SGCN (ours)
Stanford Drone
NSP-SFM
STATS SportVu NBA [ATK]
DAG-Net
STATS SportVu NBA [DEF]
DAG-Net
TRAF
TraPHic
TrajAir: A General Aviation Trajectory Dataset
TrajAirNet
TrajNet++
Social-NCE + Social-LSTM
UCY
YJMob100K@B
YJMob100K@C
ST-MoE-BERT
YJMob100K@D