task_path
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199
⌀ | dataset
stringlengths 1
128
⌀ | model_name
stringlengths 1
223
⌀ | paper_url
stringlengths 21
601
⌀ | metric_name
stringlengths 1
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⌀ | metric_value
stringlengths 1
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
|
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