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Benchmarks
Urban Perception (Safety) on Place Pulse disjoint pool 2.0
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81.6
Accuracy (Excl. Equal)
UrbanAlign
25.128
39.789
54.45
69.111
Feb 23, 2026
Accuracy (Excl. Equal)
Accuracy (Incl. Equal)
Kappa (Excl. Equal)
Kappa (Incl. Equal)
Updated 3mo ago
Evaluation Results
Method
Method
Links
Accuracy (Excl. Equal)
Accuracy (Incl. Equal)
Kappa (Excl. Equal)
Kappa (Incl. Equal)
UrbanAlign
mode=Mode 4 + LWRR, ba...
2026.02
81.6
76.9
0.64
0.57
CLIP Siamese
Backbone=CLIP ViT-L/14...
2026.02
66.7
64.4
0.34
0.31
GPT-4o zero-shot
mode=zero-shot, backbo...
2026.02
61.9
59.8
0.23
0.21
Seg. Regression
Backbone=SegFormer + C...
2026.02
50
47.8
0.03
0.01
ResNet50 Siamese
Backbone=ResNet-50, Ty...
2026.02
27.3
26.1
-0.3
-0.32
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