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Benchmarks
Ground-to-Satellite Retrieval on Land Cover
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59.9
Recall@1
TimeSenCLIP-P1
9.46
22.555
35.65
48.745
Aug 16, 2025
Recall@1
Updated 2mo ago
Evaluation Results
Method
Method
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Recall@1
TimeSenCLIP-P1
T=12, Bands=MS, Pix=Si...
2025.08
59.9
TimeSenCLIP-P64
T=1, Bands=RGB, Pix=64x64
2025.08
53.9
TimeSenCLIP-P1
T=1, Bands=MS, Pix=Single
2025.08
53.4
TimeSenCLIP-P1
T=1, Bands=RGB, Pix=Si...
2025.08
50.7
SenCLIP
T=1, Bands=RGB, Pix=64x64
2025.08
48.3
GeoRSCLIP
T=1, Bands=RGB, Pix=64x64
2025.08
43.9
CLIP
T=1, Bands=RGB, Pix=64x64
2025.08
43.8
RemoteCLIP
T=1, Bands=RGB, Pix=64x64
2025.08
39.4
Llama3-MS-CLIP
T=1, Bands=MS, Pix=64x64
2025.08
26.7
SkyCLIP
T=1, Bands=RGB, Pix=64x64
2025.08
11.4
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