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Benchmarks
Land-Use Classification on London
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59.4
F1 Score
AETHER
4.488
18.744
33
47.256
Oct 10, 2025
F1 Score
Precision
Recall
Updated 1mo ago
Evaluation Results
Method
Method
Links
F1 Score
Precision
Recall
AETHER
2025.10
59.4
58.3
61.8
AlphaEarth
2025.10
55.9
55.8
57.4
CaLLiPer
2025.10
35.5
34.3
39.3
SPPE
2025.10
34.1
34.1
37.8
Place2Vec
2025.10
33.1
33.3
36.4
LDA
2025.10
33
31.5
37.3
Doc2Vec
2025.10
32.7
34.9
33.8
Space2Vec
2025.10
26
28.2
30.3
SatCLIP
2025.10
12.2
12.2
16.8
Random
2025.10
6.6
8.3
10.3
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