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Benchmarks
Crowd Behavior Generation on HOTEL (test)
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0.151
Density
VAE
0.00748
0.04474
0.082
0.11926
Apr 7, 2025
Density
Frequency
Coverage
Population Score
Kinematics Score
DTW Similarity
Diversity
Collision Rate
Updated 1mo ago
Evaluation Results
Method
Method
Links
Density
Frequency
Coverage
Population Score
Kinematics Score
DTW Similarity
Diversity
Collision Rate
VAE
Method Type=Learnable
2025.04
0.151
0.11
0.11
1.353
0.315
0.78
0.217
1.807
SE-ORCA
Method Type=Algorithmic
2025.04
0.083
0.065
0.065
0.746
0.458
0.648
0.248
0.045
CrowdES
Method Type=Learnable
2025.04
0.013
0.009
0.009
0.117
0.336
0.643
0.242
1.197
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