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ResearchFormerly WizWand

Regression on ZIP Code weighted avg. 29 tasks (cross-regional)

62.5R^2GAIR
-253.452-171.426-89.4-7.374Oct 15, 2025
Updated 5mo ago

Evaluation results

MethodLinks
GAIREvaluation Protocol=Linear2025.1062.5
SatCLIP L10Evaluation Protocol=Linear2025.1060.8
SatCLIP L40Evaluation Protocol=Linear2025.1059.8
UrbanFusionEvaluation Protocol=Linear2025.1056.7
Identity y ~ g(c)Evaluation Protocol=MLP2025.1052
UrbanFusionEvaluation Protocol=MLP2025.1042.5
GeoCLIP PP2-MEvaluation Protocol=Linear2025.1042.1
SatCLIP L10Evaluation Protocol=MLP2025.1039.5
SatCLIP L40Evaluation Protocol=MLP2025.1035
GAIREvaluation Protocol=MLP2025.1021.6
Identity y ~ g(c)Evaluation Protocol=Linear2025.1017.7
UrbanFusionEvaluation Protocol=Linear2025.100.751
PDFM (Google)Evaluation Protocol=Linear2025.100.74
UrbanFusionEvaluation Protocol=MLP2025.100.718
GAIREvaluation Protocol=Linear2025.100.705
GeoCLIP (PP2-M)Evaluation Protocol=Linear2025.100.7
SatCLIP_L40 (PP2-M)Evaluation Protocol=Linear2025.100.697
SatCLIP_L10 (S2-100K)Evaluation Protocol=Linear2025.100.694
SatCLIP_L10 (PP2-M)Evaluation Protocol=Linear2025.100.692
GeoCLIP (MP-16)Evaluation Protocol=Linear2025.100.692
SatCLIP_L40 (S2-100K)Evaluation Protocol=MLP2025.100.689
SatCLIP_L40 (S2-100K)Evaluation Protocol=Linear2025.100.688
GAIREvaluation Protocol=MLP2025.100.688
SatCLIP_L40 (PP2-M)Evaluation Protocol=MLP2025.100.662
SatCLIP_L10 (S2-100K)Evaluation Protocol=MLP2025.100.645
SatCLIP_L10 (PP2-M)Evaluation Protocol=MLP2025.100.64
GPS2Vec (tag)Evaluation Protocol=Linear2025.100.556
PDFM (Google)Evaluation Protocol=MLP2025.100.553
GPS2Vec (visual)Evaluation Protocol=Linear2025.100.486
GPS2Vec (tag)Evaluation Protocol=MLP2025.100.468
CSP (iNat)Evaluation Protocol=Linear2025.100.422
CSP (FMoW)Evaluation Protocol=Linear2025.100.415
CSP (FMoW)Evaluation Protocol=MLP2025.100.363
Identity y ~ g(c)Evaluation Protocol=MLP2025.100.351
CSP (iNat)Evaluation Protocol=MLP2025.100.347
GeoCLIP (MP-16)Evaluation Protocol=MLP2025.100.221
GeoCLIP (PP2-M)Evaluation Protocol=MLP2025.100.159
GPS2Vec (visual)Evaluation Protocol=MLP2025.100.091
Identity y ~ g(c)Evaluation Protocol=Linear2025.100.03
GeoCLIP PP2-MEvaluation Protocol=MLP2025.10-241.3