Poverty Index Regression on PovertyMap (test) benchmark leaderboard · SOTA2 Research

Poverty Index Regression on PovertyMap (test)

0.32Overall MAERnC

Evaluation Results

Method	Links
RnC2026.06		0.32	0.32	0.46	0.26	0.56	0.19	1.1	0.33	2.32	0.61	2.15
GroupDRO2026.06		0.32	0.33	0.45	0.26	0.84	0.2	1.24	0.33	2.38	0.58	2.02
L-MDS2026.06		0.32	0.32	0.49	0.19	0.54	0.2	1.42	0.32	2.39	0.57	1.99
F-MDS2026.06		0.32	0.32	0.48	0.17	0.55	0.2	1.31	0.33	2.49	0.55	2.06
L-MDS + F-MDS2026.06		0.32	0.32	0.46	0.19	0.83	0.2	1.37	0.33	2.28	0.55	2.02
ERM2026.06		0.33	0.34	0.5	0.2	0.5	0.21	1.36	0.34	2.45	0.59	2
Resample2026.06		0.33	0.34	0.54	0.26	0.78	0.25	1.38	0.3	2.25	0.56	2.02
SqrtReWeight2026.06		0.33	0.34	0.49	0.28	0.68	0.23	1.44	0.32	2.23	0.57	2.04
CBLoss2026.06		0.33	0.34	0.55	0.31	0.86	0.28	1.45	0.3	2.14	0.53	2.03
LDS2026.06		0.33	0.33	0.51	0.22	0.72	0.2	1.46	0.34	2.28	0.56	2.05
ReWeight2026.06		0.34	0.35	0.58	0.33	0.8	0.29	1.43	0.3	2.09	0.53	2.01
DANN2026.06		0.48	0.48	0.63	0.78	1	0.41	1.64	0.41	1.93	0.76	2.19
L-MDS2026.06		0.486	0.484	0.666	0.271	0.535	0.336	1.417	0.467	2.385	0.72	1.987
F-MDS2026.06		0.488	0.485	0.67	0.278	0.554	0.327	1.307	0.477	2.492	0.719	2.057
GroupDRO2026.06		0.492	0.489	0.648	0.376	0.844	0.319	1.245	0.47	2.382	0.757	2.016
L-MDS + F-MDS2026.06		0.492	0.49	0.642	0.352	0.834	0.332	1.369	0.483	2.283	0.715	2.015
RnC2026.06		0.494	0.49	0.675	0.304	0.559	0.29	1.103	0.486	2.32	0.773	2.153
LDS2026.06		0.501	0.499	0.712	0.331	0.717	0.336	1.458	0.501	2.276	0.714	2.049
ERM2026.06		0.504	0.502	0.679	0.256	0.504	0.335	1.356	0.494	2.452	0.744	1.996
Resample2026.06		0.506	0.503	0.71	0.385	0.781	0.391	1.383	0.463	2.247	0.737	2.019
SqrtReWeight2026.06		0.512	0.509	0.67	0.375	0.679	0.376	1.441	0.478	2.233	0.753	2.037
CBLoss2026.06		0.515	0.513	0.72	0.45	0.856	0.42	1.447	0.467	2.142	0.729	2.029
ReWeight2026.06		0.522	0.52	0.75	0.485	0.805	0.431	1.426	0.464	2.088	0.748	2.012
DANN2026.06		0.689	0.685	0.869	0.796	0.996	0.574	1.638	0.598	1.926	1.003	2.191