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9.22k
Trajectory Prediction
NGSIM
Pishgu
https://arxiv.org/abs/2210.08057v3
FDE
1.96
Trajectory Prediction
NGSIM
TraPHic
https://arxiv.org/abs/1812.04767v4
RMSE
5.63
Trajectory Prediction
TRAF
TraPHic
https://arxiv.org/abs/1812.04767v4
RMSE
0.78
Trajectory Prediction
ETH BIWI Walking Pedestrians dataset
Social Ways
http://arxiv.org/abs/1904.09507v2
ADE-8/12
0.39
Trajectory Prediction
Lyft Level 5
SpectralCows
https://arxiv.org/abs/1912.01118v1
ADE
0.008
Trajectory Prediction
YJMob100K@C
ST-MoE-BERT
https://arxiv.org/abs/2410.14099v1
BLEU
29.7
Trajectory Prediction
YJMob100K@C
ST-MoE-BERT
https://arxiv.org/abs/2410.14099v1
DTW R@1
19.7
Trajectory Prediction
YJMob100K@C
ST-MoE-BERT
https://arxiv.org/abs/2410.14099v1
Accuracy
28.9
Trajectory Prediction
YJMob100K@D
ST-MoE-BERT
https://arxiv.org/abs/2410.14099v1
BLEU
30
Trajectory Prediction
YJMob100K@D
ST-MoE-BERT
https://arxiv.org/abs/2410.14099v1
DTW R@1
48.1
Trajectory Prediction
YJMob100K@D
ST-MoE-BERT
https://arxiv.org/abs/2410.14099v1
Accuracy
26.5
Trajectory Prediction
GTA-IM Dataset
Skeleton-Graph
https://arxiv.org/abs/2109.10257v2
FDE
208
Trajectory Prediction
GTA-IM Dataset
Skeleton-Graph
https://arxiv.org/abs/2109.10257v2
ADE
192
Trajectory Prediction
GTA-IM Dataset
Skeleton-Graph
https://arxiv.org/abs/2109.10257v2
STB
11
Trajectory Prediction
ETH/UCY
NSP
https://arxiv.org/abs/2207.10435v2
ADE-8/12
0.17
Trajectory Prediction
ETH/UCY
NSP
https://arxiv.org/abs/2207.10435v2
FDE-8/12
0.24
Trajectory Prediction
ETH/UCY
Y-Net
https://arxiv.org/abs/2012.01526v1
ADE-8/12
0.18
Trajectory Prediction
ETH/UCY
Y-Net
https://arxiv.org/abs/2012.01526v1
FDE-8/12
0.27
Trajectory Prediction
ETH/UCY
V^2-Net
https://arxiv.org/abs/2110.07288v2
ADE-8/12
0.18
Trajectory Prediction
ETH/UCY
V^2-Net
https://arxiv.org/abs/2110.07288v2
FDE-8/12
0.28
Trajectory Prediction
ETH/UCY
SGNet
https://arxiv.org/abs/2103.14107v3
ADE-8/12
0.18
Trajectory Prediction
ETH/UCY
SGNet
https://arxiv.org/abs/2103.14107v3
FDE-8/12
0.35
Trajectory Prediction
ETH/UCY
Social-NCE + Trajectron++
https://arxiv.org/abs/2012.11717v3
ADE-8/12
0.19
Trajectory Prediction
ETH/UCY
Social-NCE + Trajectron++
https://arxiv.org/abs/2012.11717v3
FDE-8/12
0.40
Trajectory Prediction
ETH/UCY
PPT
https://arxiv.org/abs/2407.11588v1
ADE-8/12
0.20
Trajectory Prediction
ETH/UCY
PPT
https://arxiv.org/abs/2407.11588v1
FDE-8/12
0.31
Trajectory Prediction
ETH/UCY
MemoNet
https://arxiv.org/abs/2203.11474v1
ADE-8/12
0.21
Trajectory Prediction
ETH/UCY
MemoNet
https://arxiv.org/abs/2203.11474v1
FDE-8/12
0.35
Trajectory Prediction
ETH/UCY
Trajectron++
https://arxiv.org/abs/2001.03093v5
ADE-8/12
0.21
Trajectory Prediction
ETH/UCY
Trajectron++
https://arxiv.org/abs/2001.03093v5
FDE-8/12
0.39
Trajectory Prediction
ETH/UCY
EqMotion
https://arxiv.org/abs/2303.10876v2
ADE-8/12
0.21
Trajectory Prediction
ETH/UCY
AgentFomer
https://arxiv.org/abs/2103.14023v3
ADE-8/12
0.23
Trajectory Prediction
ETH/UCY
AgentFomer
https://arxiv.org/abs/2103.14023v3
FDE-8/12
0.39
Trajectory Prediction
ETH/UCY
PECNet
https://arxiv.org/abs/2004.02025v3
ADE-8/12
0.29
Trajectory Prediction
ETH/UCY
PECNet
https://arxiv.org/abs/2004.02025v3
FDE-8/12
0.48
Trajectory Prediction
ETH/UCY
Transformer TF
https://arxiv.org/abs/2003.08111v3
ADE-8/12
0.31
Trajectory Prediction
ETH/UCY
Transformer TF
https://arxiv.org/abs/2003.08111v3
FDE-8/12
0.65
Trajectory Prediction
ETH/UCY
MANTRA
https://arxiv.org/abs/2006.03340v2
ADE-8/12
0.32
Trajectory Prediction
ETH/UCY
MANTRA
https://arxiv.org/abs/2006.03340v2
FDE-8/12
0.33
Trajectory Prediction
ETH/UCY
Social-Implicit
https://arxiv.org/abs/2203.03057v2
ADE-8/12
0.33
Trajectory Prediction
ETH/UCY
Social-Implicit
https://arxiv.org/abs/2203.03057v2
FDE-8/12
0.33
Trajectory Prediction
ETH/UCY
TPNSTA
https://arxiv.org/abs/2012.01884v2
ADE-8/12
0.37
Trajectory Prediction
ETH/UCY
TPNSTA
https://arxiv.org/abs/2012.01884v2
FDE-8/12
0.71
Trajectory Prediction
ETH/UCY
Next
https://arxiv.org/abs/1902.03748v3
ADE-8/12
0.46
Trajectory Prediction
ETH/UCY
Social BiGAT
https://arxiv.org/abs/1907.03395v2
ADE-8/12
0.48
Trajectory Prediction
ETH/UCY
Social BiGAT
https://arxiv.org/abs/1907.03395v2
FDE-8/12
0.84
Trajectory Prediction
ETH/UCY
Social-STGCNN
https://arxiv.org/abs/2002.11927v3
ADE-8/12
0.49
Trajectory Prediction
ETH/UCY
CGNS
https://arxiv.org/abs/1905.01631v2
ADE-8/12
0.49
Trajectory Prediction
ETH/UCY
Sophie
http://arxiv.org/abs/1806.01482v2
ADE-8/12
0.54
Trajectory Prediction
Argoverse
HeteroGCN
https://arxiv.org/abs/2303.04364v1
minADE (K=6)
0.79
Trajectory Prediction
Argoverse
HeteroGCN
https://arxiv.org/abs/2303.04364v1
minFDE (K=6)
1.16
Trajectory Prediction
Argoverse
HeteroGCN
https://arxiv.org/abs/2303.04364v1
MR (K=6)
0.12
Trajectory Prediction
Argoverse
HeteroGCN
https://arxiv.org/abs/2303.04364v1
brier-minFDE (K=6)
1.75
Trajectory Prediction
SDD
Multiclass-SGCN (ours)
https://arxiv.org/abs/2206.15275v1
mADEK @4.8s
14.36
Trajectory Prediction
SDD
Multiclass-SGCN (ours)
https://arxiv.org/abs/2206.15275v1
mF DEK @4.8s
25.99
Trajectory Prediction
YJMob100K@B
ST-MoE-BERT
https://arxiv.org/abs/2410.14099v1
BLEU
29.7
Trajectory Prediction
YJMob100K@B
ST-MoE-BERT
https://arxiv.org/abs/2410.14099v1
DTW R@1
29.3
Trajectory Prediction
YJMob100K@B
ST-MoE-BERT
https://arxiv.org/abs/2410.14099v1
Accuracy
28.7
Trajectory Prediction
Stanford Drone
NSP-SFM
https://arxiv.org/abs/2207.10435v2
ADE-8/12 @K = 20
6.52
Trajectory Prediction
Stanford Drone
NSP-SFM
https://arxiv.org/abs/2207.10435v2
FDE-8/12 @K= 20
10.61
Trajectory Prediction
Stanford Drone
TDOR
https://arxiv.org/abs/2203.16910v1
ADE-8/12 @K = 20
6.77
Trajectory Prediction
Stanford Drone
TDOR
https://arxiv.org/abs/2203.16910v1
FDE-8/12 @K= 20
10.46
Trajectory Prediction
Stanford Drone
PPT
https://arxiv.org/abs/2407.11588v1
ADE-8/12 @K = 20
7.03
Trajectory Prediction
Stanford Drone
PPT
https://arxiv.org/abs/2407.11588v1
FDE-8/12 @K= 20
10.65
Trajectory Prediction
Stanford Drone
V^2-Net
https://arxiv.org/abs/2110.07288v2
ADE-8/12 @K = 20
7.12
Trajectory Prediction
Stanford Drone
V^2-Net
https://arxiv.org/abs/2110.07288v2
FDE-8/12 @K= 20
11.39
Trajectory Prediction
Stanford Drone
Y-Net
https://arxiv.org/abs/2012.01526v1
ADE-8/12 @K = 20
7.85
Trajectory Prediction
Stanford Drone
Y-Net
https://arxiv.org/abs/2012.01526v1
FDE-8/12 @K= 20
11.85
Trajectory Prediction
Stanford Drone
SMEMO
https://arxiv.org/abs/2203.12446v2
ADE-8/12 @K = 20
8.11
Trajectory Prediction
Stanford Drone
SMEMO
https://arxiv.org/abs/2203.12446v2
FDE-8/12 @K= 20
13.06
Trajectory Prediction
Stanford Drone
SMEMO
https://arxiv.org/abs/2203.12446v2
ADE (8/12) @K=5
11.64
Trajectory Prediction
Stanford Drone
SMEMO
https://arxiv.org/abs/2203.12446v2
FDE(8/12) @K=5
21.12
Trajectory Prediction
Stanford Drone
MemoNet
https://arxiv.org/abs/2203.11474v1
ADE-8/12 @K = 20
8.56
Trajectory Prediction
Stanford Drone
MemoNet
https://arxiv.org/abs/2203.11474v1
FDE-8/12 @K= 20
12.66
Trajectory Prediction
Stanford Drone
MANTRA
https://arxiv.org/abs/2006.03340v2
ADE-8/12 @K = 20
8.96
Trajectory Prediction
Stanford Drone
MANTRA
https://arxiv.org/abs/2006.03340v2
FDE-8/12 @K= 20
17.76
Trajectory Prediction
Stanford Drone
MANTRA
https://arxiv.org/abs/2006.03340v2
ADE (8/12) @K=5
13.51
Trajectory Prediction
Stanford Drone
MANTRA
https://arxiv.org/abs/2006.03340v2
FDE(8/12) @K=5
27.34
Trajectory Prediction
Stanford Drone
PECNet
https://arxiv.org/abs/2004.02025v3
ADE-8/12 @K = 20
9.96
Trajectory Prediction
Stanford Drone
PECNet
https://arxiv.org/abs/2004.02025v3
FDE-8/12 @K= 20
15.88
Trajectory Prediction
Stanford Drone
SimAug
https://arxiv.org/abs/2004.02022v2
ADE-8/12 @K = 20
10.27
Trajectory Prediction
Stanford Drone
SimAug
https://arxiv.org/abs/2004.02022v2
FDE-8/12 @K= 20
19.71
Trajectory Prediction
Stanford Drone
P2TIRL
https://arxiv.org/abs/2001.00735v2
ADE-8/12 @K = 20
12.58
Trajectory Prediction
Stanford Drone
P2TIRL
https://arxiv.org/abs/2001.00735v2
FDE-8/12 @K= 20
22.07
Trajectory Prediction
Stanford Drone
CF-VAE
https://arxiv.org/abs/1908.09008v3
ADE-8/12 @K = 20
12.60
Trajectory Prediction
Stanford Drone
CF-VAE
https://arxiv.org/abs/1908.09008v3
FDE-8/12 @K= 20
22.30
Trajectory Prediction
Stanford Drone
EvolveGraph
https://arxiv.org/abs/2003.13924v4
ADE-8/12 @K = 20
13.9
Trajectory Prediction
Stanford Drone
EvolveGraph
https://arxiv.org/abs/2003.13924v4
FDE-8/12 @K= 20
22.9
Trajectory Prediction
Stanford Drone
Multiverse
https://arxiv.org/abs/1912.06445v3
ADE-8/12 @K = 20
14.78
Trajectory Prediction
Stanford Drone
Multiverse
https://arxiv.org/abs/1912.06445v3
FDE-8/12 @K= 20
27.09
Trajectory Prediction
Stanford Drone
CGNS
https://arxiv.org/abs/1905.01631v2
ADE-8/12 @K = 20
15.6
Trajectory Prediction
Stanford Drone
CGNS
https://arxiv.org/abs/1905.01631v2
FDE-8/12 @K= 20
28.2
Trajectory Prediction
Stanford Drone
Sophie
http://arxiv.org/abs/1806.01482v2
ADE-8/12 @K = 20
16.27
Trajectory Prediction
Stanford Drone
Sophie
http://arxiv.org/abs/1806.01482v2
FDE-8/12 @K= 20
29.38
Trajectory Prediction
Stanford Drone
DESIRE
http://arxiv.org/abs/1704.04394v1
ADE-8/12 @K = 20
19.25
Trajectory Prediction
Stanford Drone
DESIRE
http://arxiv.org/abs/1704.04394v1
FDE-8/12 @K= 20
34.05
Trajectory Prediction
Stanford Drone
DESIRE
http://arxiv.org/abs/1704.04394v1
ADE (8/12) @K=5
19.25
Trajectory Prediction
Stanford Drone
DESIRE
http://arxiv.org/abs/1704.04394v1
FDE(8/12) @K=5
34.05
Trajectory Prediction
Stanford Drone
Social GAN
http://arxiv.org/abs/1803.10892v1
ADE-8/12 @K = 20
27.23
Trajectory Prediction
Stanford Drone
Social GAN
http://arxiv.org/abs/1803.10892v1
FDE-8/12 @K= 20
41.44