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Benchmarks
Trajectory Synthesis on GeoLife (test)
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1.1
Density Error
DiffTraj
-0.816
12.117
25.05
37.983
May 11, 2026
Density Error
Pattern Fidelity Score
Average Speed
Map Reconstruction Score
G-rank
Transition Probability Score
Local Implausibility Score
Traffic Flow Score
Updated 22d ago
Evaluation Results
Method
Method
Links
Density Error
Pattern Fidelity Score
Average Speed
Map Reconstruction Score
G-rank
Transition Probability Score
Local Implausibility Score
Traffic Flow Score
DiffTraj
GS (Guidance Scale)=3.0
2026.05
1.1
3.6
150
140
2.6
44
45
65
Gaussian
2026.05
21
6.1
2,900
76
8
5
39
15
diffGHOST
GS (Guidance Scale)=2.5
2026.05
38
7.8
130
92
6.3
4.2
41
10
diffGHOST
GS (Guidance Scale)=1.0
2026.05
39
8.4
5.2
88
6
7
39
12
VAE
2026.05
49
4.5
660
86
5.8
3.1
39
13
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