Socio-economic Indicator Regression on Street View Imagery
0.6612RMSEGAIR
Evaluation results
| Method | Links | |
|---|---|---|
| GAIREvaluation Setting=All2025.03 | 0.6612 | |
| TaxaBindEvaluation Setting=All2025.03 | 0.6654 | |
| MoCo V3-StreetscapesEvaluation Setting=All2025.03 | 0.6707 | |
| GAIR w/o LocEvaluation Setting=All2025.03 | 0.6725 | |
| MoCo V3Evaluation Setting=All2025.03 | 0.6779 | |
| PISEvaluation Setting=All2025.03 | 0.6797 | |
| MAE-StreetscapesEvaluation Setting=All2025.03 | 0.6872 | |
| ImageNet Init.Evaluation Setting=All2025.03 | 0.7012 | |
| MAE-ImageNetEvaluation Setting=All2025.03 | 0.715 | |
| SatMAEEvaluation Setting=All2025.03 | 0.769 | |
| CROMAEvaluation Setting=All2025.03 | 0.7927 | |
| GAIR-MAEEvaluation Setting=All2025.03 | 0.8048 | |
| TaxaBindEvaluation Setting=Non-Linear2025.03 | 0.8296 | |
| GAIREvaluation Setting=Non-Linear2025.03 | 0.8349 | |
| GAIR w/o LocEvaluation Setting=Non-Linear2025.03 | 0.8352 | |
| MAE-ImageNetEvaluation Setting=Non-Linear2025.03 | 0.8373 | |
| MAE-StreetscapesEvaluation Setting=Non-Linear2025.03 | 0.8416 | |
| MoCo V3-StreetscapesEvaluation Setting=Non-Linear2025.03 | 0.8429 | |
| MoCo V3Evaluation Setting=Non-Linear2025.03 | 0.8441 | |
| ImageNet Init.Evaluation Setting=Non-Linear2025.03 | 0.8489 | |
| MoCo V3Evaluation Setting=Linear2025.03 | 0.876 | |
| GAIREvaluation Setting=Linear2025.03 | 0.8803 | |
| MAE-ImageNetEvaluation Setting=Linear2025.03 | 0.8816 | |
| TaxaBindEvaluation Setting=Linear2025.03 | 0.8819 | |
| GAIR w/o LocEvaluation Setting=Linear2025.03 | 0.8823 | |
| MoCo V3-StreetscapesEvaluation Setting=Linear2025.03 | 0.8863 | |
| PISEvaluation Setting=Non-Linear2025.03 | 0.8911 | |
| ImageNet Init.Evaluation Setting=Linear2025.03 | 0.8929 | |
| MAE-StreetscapesEvaluation Setting=Linear2025.03 | 0.894 | |
| GAIR-MAEEvaluation Setting=Non-Linear2025.03 | 0.9011 | |
| Random Init.Evaluation Setting=All2025.03 | 0.9035 | |
| PISEvaluation Setting=Linear2025.03 | 0.929 | |
| CROMAEvaluation Setting=Non-Linear2025.03 | 0.9295 | |
| SatMAEEvaluation Setting=Non-Linear2025.03 | 0.9421 | |
| GAIR-MAEEvaluation Setting=Linear2025.03 | 0.9485 | |
| Random Init.Evaluation Setting=Non-Linear2025.03 | 0.9524 | |
| CROMAEvaluation Setting=Linear2025.03 | 0.955 | |
| SatMAEEvaluation Setting=Linear2025.03 | 0.9671 | |
| Random Init.Evaluation Setting=Linear2025.03 | 0.97 |