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Benchmarks
Urban Perception (Beautiful) on Place Pulse disjoint pool subset 2.0
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69.8
Accuracy (Excl. Equal)
UrbanAlign
56.592
60.021
63.45
66.879
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
2026.02
69.8
66.7
0.38
0.35
GPT-4o zero-shot
mode=zero-shot
2026.02
62.9
58.7
0.25
0.21
CLIP Siamese
Backbone=CLIP ViT-L/14
2026.02
61.4
57.3
0.23
0.2
ResNet50 Siamese
Backbone=ResNet-50
2026.02
58.6
56
0.18
0.19
Seg. Regression
Backbone=SegFormer + CLIP
2026.02
57.1
53.3
0.15
0.13
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