Regression on ZIP Code weighted avg. 29 tasks (cross-regional)
62.5R^2GAIR
Evaluation Results
| Method | Links | |
|---|---|---|
| GAIREvaluation Protocol=Linear2025.10 | 62.5 | |
| SatCLIP L10Evaluation Protocol=Linear2025.10 | 60.8 | |
| SatCLIP L40Evaluation Protocol=Linear2025.10 | 59.8 | |
| UrbanFusionEvaluation Protocol=Linear2025.10 | 56.7 | |
| Identity y ~ g(c)Evaluation Protocol=MLP2025.10 | 52 | |
| UrbanFusionEvaluation Protocol=MLP2025.10 | 42.5 | |
| GeoCLIP PP2-MEvaluation Protocol=Linear2025.10 | 42.1 | |
| SatCLIP L10Evaluation Protocol=MLP2025.10 | 39.5 | |
| SatCLIP L40Evaluation Protocol=MLP2025.10 | 35 | |
| GAIREvaluation Protocol=MLP2025.10 | 21.6 | |
| Identity y ~ g(c)Evaluation Protocol=Linear2025.10 | 17.7 | |
| UrbanFusionEvaluation Protocol=Linear2025.10 | 0.751 | |
| PDFM (Google)Evaluation Protocol=Linear2025.10 | 0.74 | |
| UrbanFusionEvaluation Protocol=MLP2025.10 | 0.718 | |
| GAIREvaluation Protocol=Linear2025.10 | 0.705 | |
| GeoCLIP (PP2-M)Evaluation Protocol=Linear2025.10 | 0.7 | |
| SatCLIP_L40 (PP2-M)Evaluation Protocol=Linear2025.10 | 0.697 | |
| SatCLIP_L10 (S2-100K)Evaluation Protocol=Linear2025.10 | 0.694 | |
| SatCLIP_L10 (PP2-M)Evaluation Protocol=Linear2025.10 | 0.692 | |
| GeoCLIP (MP-16)Evaluation Protocol=Linear2025.10 | 0.692 | |
| SatCLIP_L40 (S2-100K)Evaluation Protocol=MLP2025.10 | 0.689 | |
| SatCLIP_L40 (S2-100K)Evaluation Protocol=Linear2025.10 | 0.688 | |
| GAIREvaluation Protocol=MLP2025.10 | 0.688 | |
| SatCLIP_L40 (PP2-M)Evaluation Protocol=MLP2025.10 | 0.662 | |
| SatCLIP_L10 (S2-100K)Evaluation Protocol=MLP2025.10 | 0.645 | |
| SatCLIP_L10 (PP2-M)Evaluation Protocol=MLP2025.10 | 0.64 | |
| GPS2Vec (tag)Evaluation Protocol=Linear2025.10 | 0.556 | |
| PDFM (Google)Evaluation Protocol=MLP2025.10 | 0.553 | |
| GPS2Vec (visual)Evaluation Protocol=Linear2025.10 | 0.486 | |
| GPS2Vec (tag)Evaluation Protocol=MLP2025.10 | 0.468 | |
| CSP (iNat)Evaluation Protocol=Linear2025.10 | 0.422 | |
| CSP (FMoW)Evaluation Protocol=Linear2025.10 | 0.415 | |
| CSP (FMoW)Evaluation Protocol=MLP2025.10 | 0.363 | |
| Identity y ~ g(c)Evaluation Protocol=MLP2025.10 | 0.351 | |
| CSP (iNat)Evaluation Protocol=MLP2025.10 | 0.347 | |
| GeoCLIP (MP-16)Evaluation Protocol=MLP2025.10 | 0.221 | |
| GeoCLIP (PP2-M)Evaluation Protocol=MLP2025.10 | 0.159 | |
| GPS2Vec (visual)Evaluation Protocol=MLP2025.10 | 0.091 | |
| Identity y ~ g(c)Evaluation Protocol=Linear2025.10 | 0.03 | |
| GeoCLIP PP2-MEvaluation Protocol=MLP2025.10 | -241.3 |