Socio-economic indicator estimation on Vietnam socio-economic dataset benchmark leaderboard · SOTA2 Research

Socio-economic indicator estimation on Vietnam socio-economic dataset

0.681RMSE (GRDP)Nightlight

Evaluation Results

Method	Links
Nightlight2025.07		0.681	0.536	0.028	0.415
GeoReg2025.07		0.695	0.516	0.028	0.413
In-Context Learning2025.07		0.778	0.71	0.028	0.506
READ2025.07		0.866	0.6	0.027	0.498
Tile2Vec2025.07		0.875	0.603	0.027	0.502
SimCLR2025.07		0.936	0.632	0.027	0.532
All-Modules2025.07		0.941	0.614	0.03	0.528
GeoLLM2025.07		0.956	0.543	0.031	0.51
UrbanCLIP2025.07		0.965	0.649	0.027	0.547
All-Modules2025.07		0.988	0.53	0.051	0.523
Nightlight2025.07		1.725	0.716	0.038	0.826