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Benchmarks
Urban Perception (Lively) on Place Pulse disjoint pool 2.0
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69.4
Accuracy (%) (Excl. Equal)
UrbanAlign
44.752
51.151
57.55
63.949
Feb 23, 2026
Accuracy (%) (Excl. Equal)
Accuracy (%) (Incl. Equal)
Cohen's Kappa (κ) (Excl. Equal)
Cohen's Kappa (κ) (Incl. Equal)
Updated 3mo ago
Evaluation Results
Method
Method
Links
Accuracy (%) (Excl. Equal)
Accuracy (%) (Incl. Equal)
Cohen's Kappa (κ) (Excl. Equal)
Cohen's Kappa (κ) (Incl. Equal)
UrbanAlign
mode=Mode 4 + LWRR
2026.02
69.4
65.4
0.4
0.36
Seg. Regression
Backbone=SegFormer + CLIP
2026.02
51.9
48.3
0.04
0.04
GPT-4o zero-shot
mode=zero-shot
2026.02
49.4
46
0.01
0.01
CLIP Siamese
Backbone=CLIP ViT-L/14
2026.02
48.2
44.8
-0.01
-0.01
ResNet50 Siamese
Backbone=ResNet-50
2026.02
45.7
42.5
-0.07
-0.06
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