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9.22k
Autonomous Vehicles > Autonomous Driving > Motion Forecasting
Argoverse CVPR 2020
BaseballBro
null
DAC (K=6)
0.4323
Autonomous Vehicles > Autonomous Driving > Motion Forecasting
Argoverse CVPR 2020
BaseballBro
null
brier-minFDE (K=6)
24.3515
Autonomous Vehicles > Autonomous Driving > Motion Forecasting
Argoverse CVPR 2020
WST
null
MR (K=6)
0.9893
Autonomous Vehicles > Autonomous Driving > Motion Forecasting
Argoverse CVPR 2020
WST
null
minADE (K=1)
30.7524
Autonomous Vehicles > Autonomous Driving > Motion Forecasting
Argoverse CVPR 2020
WST
null
minFDE (K=1)
31.1513
Autonomous Vehicles > Autonomous Driving > Motion Forecasting
Argoverse CVPR 2020
WST
null
MR (K=1)
0.9967
Autonomous Vehicles > Autonomous Driving > Motion Forecasting
Argoverse CVPR 2020
WST
null
minADE (K=6)
28.3813
Autonomous Vehicles > Autonomous Driving > Motion Forecasting
Argoverse CVPR 2020
WST
null
minFDE (K=6)
25.7113
Autonomous Vehicles > Autonomous Driving > Motion Forecasting
Argoverse CVPR 2020
WST
null
DAC (K=6)
0.7042
Autonomous Vehicles > Autonomous Driving > Motion Forecasting
Argoverse CVPR 2020
WST
null
brier-minFDE (K=6)
26.4057
Autonomous Vehicles > Autonomous Driving > Motion Forecasting > Multi-Person Pose forecasting
Expi - common actions split
Best Practices for 2-Body Pose Forecasting
https://arxiv.org/abs/2304.05758v1
Average MPJPE (mm) @ 1000 ms
202
Autonomous Vehicles > Autonomous Driving > Motion Forecasting > Multi-Person Pose forecasting
Expi - common actions split
Best Practices for 2-Body Pose Forecasting
https://arxiv.org/abs/2304.05758v1
Average MPJPE (mm) @ 600 ms
129
Autonomous Vehicles > Autonomous Driving > Motion Forecasting > Multi-Person Pose forecasting
Expi - common actions split
Best Practices for 2-Body Pose Forecasting
https://arxiv.org/abs/2304.05758v1
Average MPJPE (mm) @ 400 ms
86
Autonomous Vehicles > Autonomous Driving > Motion Forecasting > Multi-Person Pose forecasting
Expi - common actions split
Best Practices for 2-Body Pose Forecasting
https://arxiv.org/abs/2304.05758v1
Average MPJPE (mm) @ 200 ms
39
Autonomous Vehicles > Autonomous Driving > Motion Forecasting > Multi-Person Pose forecasting
Expi - common actions split
PGformer
https://arxiv.org/abs/2306.03374v3
Average MPJPE (mm) @ 1000 ms
231
Autonomous Vehicles > Autonomous Driving > Motion Forecasting > Multi-Person Pose forecasting
Expi - common actions split
PGformer
https://arxiv.org/abs/2306.03374v3
Average MPJPE (mm) @ 600 ms
156
Autonomous Vehicles > Autonomous Driving > Motion Forecasting > Multi-Person Pose forecasting
Expi - common actions split
PGformer
https://arxiv.org/abs/2306.03374v3
Average MPJPE (mm) @ 400 ms
108
Autonomous Vehicles > Autonomous Driving > Motion Forecasting > Multi-Person Pose forecasting
Expi - common actions split
PGformer
https://arxiv.org/abs/2306.03374v3
Average MPJPE (mm) @ 200 ms
53
Autonomous Vehicles > Autonomous Driving > Motion Forecasting > Multi-Person Pose forecasting
Expi - common actions split
XIA
https://arxiv.org/abs/2105.08825v7
Average MPJPE (mm) @ 1000 ms
238
Autonomous Vehicles > Autonomous Driving > Motion Forecasting > Multi-Person Pose forecasting
Expi - common actions split
XIA
https://arxiv.org/abs/2105.08825v7
Average MPJPE (mm) @ 600 ms
162
Autonomous Vehicles > Autonomous Driving > Motion Forecasting > Multi-Person Pose forecasting
Expi - common actions split
XIA
https://arxiv.org/abs/2105.08825v7
Average MPJPE (mm) @ 400 ms
112
Autonomous Vehicles > Autonomous Driving > Motion Forecasting > Multi-Person Pose forecasting
Expi - common actions split
XIA
https://arxiv.org/abs/2105.08825v7
Average MPJPE (mm) @ 200 ms
55
Autonomous Vehicles > Autonomous Driving > Motion Forecasting > Multi-Person Pose forecasting
Expi - common actions split
MRT
https://arxiv.org/abs/2111.12073v1
Average MPJPE (mm) @ 1000 ms
238
Autonomous Vehicles > Autonomous Driving > Motion Forecasting > Multi-Person Pose forecasting
Expi - common actions split
MRT
https://arxiv.org/abs/2111.12073v1
Average MPJPE (mm) @ 600 ms
163
Autonomous Vehicles > Autonomous Driving > Motion Forecasting > Multi-Person Pose forecasting
Expi - common actions split
MRT
https://arxiv.org/abs/2111.12073v1
Average MPJPE (mm) @ 400 ms
116
Autonomous Vehicles > Autonomous Driving > Motion Forecasting > Multi-Person Pose forecasting
Expi - common actions split
MRT
https://arxiv.org/abs/2111.12073v1
Average MPJPE (mm) @ 200 ms
58
Autonomous Vehicles > Autonomous Driving > Motion Forecasting > Multi-Person Pose forecasting
Expi - common actions split
siMLPe
https://arxiv.org/abs/2207.01567v3
Average MPJPE (mm) @ 1000 ms
250
Autonomous Vehicles > Autonomous Driving > Motion Forecasting > Multi-Person Pose forecasting
Expi - common actions split
siMLPe
https://arxiv.org/abs/2207.01567v3
Average MPJPE (mm) @ 600 ms
178
Autonomous Vehicles > Autonomous Driving > Motion Forecasting > Multi-Person Pose forecasting
Expi - common actions split
siMLPe
https://arxiv.org/abs/2207.01567v3
Average MPJPE (mm) @ 400 ms
128
Autonomous Vehicles > Autonomous Driving > Motion Forecasting > Multi-Person Pose forecasting
Expi - common actions split
LTD
https://arxiv.org/abs/1908.05436v3
Average MPJPE (mm) @ 1000 ms
303
Autonomous Vehicles > Autonomous Driving > Motion Forecasting > Multi-Person Pose forecasting
Expi - common actions split
LTD
https://arxiv.org/abs/1908.05436v3
Average MPJPE (mm) @ 600 ms
226
Autonomous Vehicles > Autonomous Driving > Motion Forecasting > Multi-Person Pose forecasting
Expi - common actions split
LTD
https://arxiv.org/abs/1908.05436v3
Average MPJPE (mm) @ 400 ms
169
Autonomous Vehicles > Autonomous Driving > Motion Forecasting > Multi-Person Pose forecasting
Expi - common actions split
LTD
https://arxiv.org/abs/1908.05436v3
Average MPJPE (mm) @ 200 ms
90
Autonomous Vehicles > Autonomous Driving > Motion Forecasting > Multi-Person Pose forecasting
Expi - unseen actions split
Best Practices for 2-Body Pose Forecasting
https://arxiv.org/abs/2304.05758v1
Average MPJPE (mm) @ 800 ms
191
Autonomous Vehicles > Autonomous Driving > Motion Forecasting > Multi-Person Pose forecasting
Expi - unseen actions split
Best Practices for 2-Body Pose Forecasting
https://arxiv.org/abs/2304.05758v1
Average MPJPE (mm) @ 600 ms
149
Autonomous Vehicles > Autonomous Driving > Motion Forecasting > Multi-Person Pose forecasting
Expi - unseen actions split
Best Practices for 2-Body Pose Forecasting
https://arxiv.org/abs/2304.05758v1
Average MPJPE (mm) @ 400 ms
100
Autonomous Vehicles > Autonomous Driving > Motion Forecasting > Multi-Person Pose forecasting
Expi - unseen actions split
XIA
https://arxiv.org/abs/2105.08825v7
Average MPJPE (mm) @ 800 ms
218
Autonomous Vehicles > Autonomous Driving > Motion Forecasting > Multi-Person Pose forecasting
Expi - unseen actions split
XIA
https://arxiv.org/abs/2105.08825v7
Average MPJPE (mm) @ 600 ms
174
Autonomous Vehicles > Autonomous Driving > Motion Forecasting > Multi-Person Pose forecasting
Expi - unseen actions split
XIA
https://arxiv.org/abs/2105.08825v7
Average MPJPE (mm) @ 400 ms
121
Autonomous Vehicles > Autonomous Driving > Motion Forecasting > Multi-Person Pose forecasting
Expi - unseen actions split
siMLPe
https://arxiv.org/abs/2207.01567v3
Average MPJPE (mm) @ 800 ms
225
Autonomous Vehicles > Autonomous Driving > Motion Forecasting > Multi-Person Pose forecasting
Expi - unseen actions split
siMLPe
https://arxiv.org/abs/2207.01567v3
Average MPJPE (mm) @ 600 ms
183
Autonomous Vehicles > Autonomous Driving > Motion Forecasting > Multi-Person Pose forecasting
Expi - unseen actions split
siMLPe
https://arxiv.org/abs/2207.01567v3
Average MPJPE (mm) @ 400 ms
131
Autonomous Vehicles > Autonomous Driving > Motion Forecasting > Multi-Person Pose forecasting
Expi - unseen actions split
MRT
https://arxiv.org/abs/2111.12073v1
Average MPJPE (mm) @ 800 ms
291
Autonomous Vehicles > Autonomous Driving > Motion Forecasting > Multi-Person Pose forecasting
Expi - unseen actions split
MRT
https://arxiv.org/abs/2111.12073v1
Average MPJPE (mm) @ 600 ms
205
Autonomous Vehicles > Autonomous Driving > Motion Forecasting > Multi-Person Pose forecasting
Expi - unseen actions split
MRT
https://arxiv.org/abs/2111.12073v1
Average MPJPE (mm) @ 400 ms
146
Autonomous Vehicles > Autonomous Driving > Motion Forecasting > Multi-Person Pose forecasting
Expi - unseen actions split
LTD
https://arxiv.org/abs/1908.05436v3
Average MPJPE (mm) @ 800 ms
272
Autonomous Vehicles > Autonomous Driving > Motion Forecasting > Multi-Person Pose forecasting
Expi - unseen actions split
LTD
https://arxiv.org/abs/1908.05436v3
Average MPJPE (mm) @ 600 ms
233
Autonomous Vehicles > Autonomous Driving > Motion Forecasting > Multi-Person Pose forecasting
Expi - unseen actions split
LTD
https://arxiv.org/abs/1908.05436v3
Average MPJPE (mm) @ 400 ms
177
Autonomous Vehicles > Autonomous Driving > Motion Forecasting > Multiple Object Forecasting
Citywalks
STED
https://arxiv.org/abs/1909.11944v2
ADE
26.7
Autonomous Vehicles > Autonomous Driving > Motion Forecasting > Multiple Object Forecasting
Citywalks
STED
https://arxiv.org/abs/1909.11944v2
AIOU
54.3
Autonomous Vehicles > Autonomous Driving > Bench2Drive
Bench2Drive
HiP-AD
https://arxiv.org/abs/2503.08612v1
Driving Score
86.77
Autonomous Vehicles > Autonomous Driving > Bench2Drive
Bench2Drive
R2SE
null
Driving Score
86.28
Autonomous Vehicles > Autonomous Driving > Bench2Drive
Bench2Drive
SimLingo-Base (CarLLaVa)
https://arxiv.org/abs/2406.10165v1
Driving Score
85.94
Autonomous Vehicles > Autonomous Driving > Bench2Drive
Bench2Drive
TransFuser++
https://arxiv.org/abs/2306.07957v2
Driving Score
84.21
Autonomous Vehicles > Autonomous Driving > Bench2Drive
Bench2Drive
GaussianFusion
https://arxiv.org/abs/2506.00034v1
Driving Score
79.4
Autonomous Vehicles > Autonomous Driving > Bench2Drive
Bench2Drive
ORION
https://arxiv.org/abs/2503.19755v1
Driving Score
77.7
Autonomous Vehicles > Autonomous Driving > Bench2Drive
Bench2Drive
Raw2Drive
https://arxiv.org/abs/2505.16394v1
Driving Score
74.36
Autonomous Vehicles > Autonomous Driving > Bench2Drive
Bench2Drive
ETA
null
Driving Score
74.33
Autonomous Vehicles > Autonomous Driving > Bench2Drive
Bench2Drive
DriveMoE
https://arxiv.org/abs/2505.16278v1
Driving Score
74.22
Autonomous Vehicles > Autonomous Driving > Bench2Drive
Bench2Drive
Hydra-NeXt
https://arxiv.org/abs/2503.12030v1
Driving Score
73.86
Autonomous Vehicles > Autonomous Driving > Bench2Drive
Bench2Drive
VL (on failure)
https://arxiv.org/abs/2406.01544v2
Driving Score
73.29
Autonomous Vehicles > Autonomous Driving > Bench2Drive
Bench2Drive
DRIVER
null
Driving Score
68.90
Autonomous Vehicles > Autonomous Driving > Bench2Drive
Bench2Drive
DiffAD
https://arxiv.org/abs/2503.12170v1
Driving Score
67.92
Autonomous Vehicles > Autonomous Driving > Bench2Drive
Bench2Drive
NavigationDrive
null
Driving Score
67.17
Autonomous Vehicles > Autonomous Driving > Bench2Drive
Bench2Drive
iPad
https://arxiv.org/abs/2505.15111v1
Driving Score
65.02
Autonomous Vehicles > Autonomous Driving > Bench2Drive
Bench2Drive
DriveAdapter
https://arxiv.org/abs/2308.00398v2
Driving Score
64.22
Autonomous Vehicles > Autonomous Driving > Bench2Drive
Bench2Drive
ReasonPlan
https://arxiv.org/abs/2505.20024v1
Driving Score
64.01
Autonomous Vehicles > Autonomous Driving > Bench2Drive
Bench2Drive
Drivetransformer-Large
https://arxiv.org/abs/2503.07656v1
Driving Score
63.46
Autonomous Vehicles > Autonomous Driving > Bench2Drive
Bench2Drive
ThinkTwice
https://arxiv.org/abs/2305.06242v1
Driving Score
62.44
Autonomous Vehicles > Autonomous Driving > Bench2Drive
Bench2Drive
TCP-traj
https://arxiv.org/abs/2206.08129v2
Driving Score
59.90
Autonomous Vehicles > Autonomous Driving > Bench2Drive
Bench2Drive
DiFSD
https://arxiv.org/abs/2409.09777v4
Driving Score
52.02
Autonomous Vehicles > Autonomous Driving > Bench2Drive
Bench2Drive
X-Driver
https://arxiv.org/abs/2505.05098v2
Driving Score
51.70
Autonomous Vehicles > Autonomous Driving > Bench2Drive
Bench2Drive
TCP-traj w/o distillation
https://arxiv.org/abs/2206.08129v2
Driving Score
49.30
Autonomous Vehicles > Autonomous Driving > Bench2Drive
Bench2Drive
CogAD
https://arxiv.org/abs/2505.21581v2
Driving Score
48.30
Autonomous Vehicles > Autonomous Driving > Bench2Drive
Bench2Drive
MomAD
null
Driving Score
47.91
Autonomous Vehicles > Autonomous Driving > Bench2Drive
Bench2Drive
UniAD-Base
https://arxiv.org/abs/2212.10156v2
Driving Score
45.81
Autonomous Vehicles > Autonomous Driving > Bench2Drive
Bench2Drive
TTOG
https://arxiv.org/abs/2504.12667v1
Driving Score
45.23
Autonomous Vehicles > Autonomous Driving > Bench2Drive
Bench2Drive
GenAD
https://arxiv.org/abs/2402.11502v3
Driving Score
44.81
Autonomous Vehicles > Autonomous Driving > Bench2Drive
Bench2Drive
SparseDrive
https://arxiv.org/abs/2405.19620v2
Driving Score
44.54
Autonomous Vehicles > Autonomous Driving > Bench2Drive
Bench2Drive
VAD
https://arxiv.org/abs/2303.12077v3
Driving Score
42.35
Autonomous Vehicles > Autonomous Driving > Bench2Drive
Bench2Drive
UniAD-Tiny
https://arxiv.org/abs/2212.10156v2
Driving Score
40.73
Autonomous Vehicles > Autonomous Driving > Bench2Drive
Bench2Drive
TCP
https://arxiv.org/abs/2206.08129v2
Driving Score
40.70
Autonomous Vehicles > Autonomous Driving > Bench2Drive
Bench2Drive
VAD + SERA
https://arxiv.org/abs/2505.22067v1
Driving Score
35.64
Autonomous Vehicles > Autonomous Driving > Bench2Drive
Bench2Drive
TCP-ctrl
https://arxiv.org/abs/2206.08129v2
Driving Score
30.47
Autonomous Vehicles > Autonomous Driving > Bench2Drive
Bench2Drive
AD-MLP
https://arxiv.org/abs/2406.03877v3
Driving Score
18.05
Autonomous Vehicles > Autonomous Driving > NavSim
OpenScene
DriveSuprim
null
PDMS
93.5
Autonomous Vehicles > Autonomous Driving > NavSim
OpenScene
DiffE2E
null
PDMS
92.7
Autonomous Vehicles > Autonomous Driving > NavSim
OpenScene
Centaur
https://arxiv.org/abs/2503.11650v1
PDMS
92.6
Autonomous Vehicles > Autonomous Driving > NavSim
OpenScene
iPad
https://arxiv.org/abs/2505.15111v1
PDMS
91.7
Autonomous Vehicles > Autonomous Driving > NavSim
OpenScene
R2SE
null
PDMS
91.6
Autonomous Vehicles > Autonomous Driving > NavSim
OpenScene
Hydra-MDP-C
https://arxiv.org/abs/2406.06978v4
PDMS
91.0
Autonomous Vehicles > Autonomous Driving > NavSim
OpenScene
Hydra-MDP++
https://arxiv.org/abs/2406.06978v4
PDMS
91.0
Autonomous Vehicles > Autonomous Driving > NavSim
OpenScene
GoalFlow
https://arxiv.org/abs/2503.05689v2
PDMS
90.3
Autonomous Vehicles > Autonomous Driving > NavSim
OpenScene
ReCogDrive
https://arxiv.org/abs/2506.08052v1
PDMS
89.6
Autonomous Vehicles > Autonomous Driving > NavSim
OpenScene
GaussianFusion
https://arxiv.org/abs/2506.00034v1
PDMS
88.8
Autonomous Vehicles > Autonomous Driving > NavSim
OpenScene
Hydra-NeXt
https://arxiv.org/abs/2503.12030v1
PDMS
88.6
Autonomous Vehicles > Autonomous Driving > NavSim
OpenScene
WoTE
https://arxiv.org/abs/2504.01941v1
PDMS
88.3
Autonomous Vehicles > Autonomous Driving > NavSim
OpenScene
DiffusionDrive
https://arxiv.org/abs/2411.15139v3
PDMS
88.1
Autonomous Vehicles > Autonomous Driving > NavSim
OpenScene
ARTEMIS
null
PDMS
87.0
Autonomous Vehicles > Autonomous Driving > NavSim
OpenScene
ReSim
https://arxiv.org/abs/2506.09981v1
PDMS
86.6