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ResearchFormerly WizWand

Population Density Regression on Population 243 samples

0.57R2SATCLIP-100
-0.0020.14650.2950.4435Jun 18, 2026
Updated 4mo ago

Evaluation results

MethodLinks
SATCLIP-100Architecture=Dual Modality, Modalities=Satellite, Pre-training volume=100%2026.060.57
MELT STN-10Architecture=MELT, Modalities=Satellite, Text, Name, Pre-training volume=10%2026.060.57
MELT STN-50Architecture=MELT, Modalities=Satellite, Text, Name, Pre-training volume=50%2026.060.57
MELT STN-100Architecture=MELT, Modalities=Satellite, Text, Name, Pre-training volume=100%2026.060.57
SALT ST-100Architecture=SALT, Modalities=Satellite, Text, Pre-training volume=100%2026.060.52
SALT STN-100Architecture=SALT, Modalities=Satellite, Text, Name, Pre-training volume=100%2026.060.5
SATCLIP-ORGArchitecture=Baseline2026.060.47
GEOCLIPArchitecture=Baseline2026.060.47
SALT STN-50Architecture=SALT, Modalities=Satellite, Text, Name, Pre-training volume=50%2026.060.47
TEXTCLIP-100Architecture=Dual Modality, Modalities=Text, Pre-training volume=100%2026.060.46
MELT ST-100Architecture=MELT, Modalities=Satellite, Text, Pre-training volume=100%2026.060.45
RANGEArchitecture=Baseline2026.060.41
IDENTITYArchitecture=Baseline2026.060.39
SALT TN-100Architecture=SALT, Modalities=Text, Name, Pre-training volume=100%2026.060.38
SALT SN-100Architecture=SALT, Modalities=Satellite, Name, Pre-training volume=100%2026.060.38
MELT TN-100Architecture=MELT, Modalities=Text, Name, Pre-training volume=100%2026.060.37
MELT SN-100Architecture=MELT, Modalities=Satellite, Name, Pre-training volume=100%2026.060.33
NATCLIP-100Architecture=Dual Modality, Modalities=Name, Pre-training volume=100%2026.060.32
SALT STN-10Architecture=SALT, Modalities=Satellite, Text, Name, Pre-training volume=10%2026.060.32
MOSAIKSArchitecture=Baseline2026.060.3
CSP-FMOWArchitecture=Baseline2026.060.26
CSP-INATArchitecture=Baseline2026.060.02