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Urban Delivery Optimization on Chicago 9,234 deliveries
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9,080
Total Completed Deliveries
UMST
-353.84
2,095.33
4,544.5
6,993.67
Mar 24, 2026
Total Completed Deliveries
Successful Deliveries Count
Failed Deliveries Count
Success Rate
Completion Rate
Vehicle Distance (km)
Package Distance (km)
Distance Saved (km)
Distance Saving (%)
Average Delivery Time (sec)
Median Delivery Time (sec)
Bundles Created Count
Bundling Participation Count
Average Delay (sec)
Median Delay (sec)
Maximum Delay (sec)
Updated 12d ago
Evaluation Results
Method
Method
Links
Total Completed Deliveries
Successful Deliveries Count
Failed Deliveries Count
Success Rate
Completion Rate
Vehicle Distance (km)
Package Distance (km)
Distance Saved (km)
Distance Saving (%)
Average Delivery Time (sec)
Median Delivery Time (sec)
Bundles Created Count
Bundling Participation Count
Average Delay (sec)
Median Delay (sec)
Maximum Delay (sec)
UMST
Training Time (min)=0
2026.03
9,080
8
360
94.4
98.3
13
22
9
41.2
468
442
5
7,684
-254
-283
2
MADDPG
Training Time (min)=27...
2026.03
9
8,740
494
94.7
100
27,922
31,385
3,463
11
768
694
3,411
9
1
1
2,481
GNN
Training Time (min)=34.29
2026.03
9
9
0
100
100
11
26,682
15
56.9
1,356
1,348
1,079
9
4
4
9
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