Socioeconomic indicator estimation on Cambodia (test)
0.079POPAll-Modules
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| All-ModulesRegression=Linear2025.07 | 0.079 | 0.274 | 0.177 | |
| NightlightRegression=Linear2025.07 | 0.114 | 0.807 | 0.461 | |
| NightlightRegression=XGB2025.07 | 0.168 | 0.121 | 0.144 | |
| All-ModulesRegression=XGB2025.07 | 0.215 | 0.373 | 0.294 | |
| In-Context Learning2025.07 | 0.447 | 0.855 | 0.651 | |
| UrbanCLIP2025.07 | 0.543 | 0.271 | 0.407 | |
| Ours (GeoReg)2025.07 | 0.556 | 0.479 | 0.517 | |
| GeoLLM2025.07 | 0.558 | -0.077 | 0.241 | |
| SimCLR2025.07 | 0.568 | 0.324 | 0.446 | |
| Tile2Vec2025.07 | 0.621 | 0.356 | 0.489 | |
| READ2025.07 | 0.636 | 0.398 | 0.517 |