Health Indicator Prediction on ZIP Code v1 (test) benchmark leaderboard · SOTA2 Research

Health Indicator Prediction on ZIP Code v1 (test)

131.2High Cholesterol ScoreGPS2Vec

Updated 2mo ago

Evaluation Results

Method	Links
GPS2Vec2025.10		131.2	—	50	49.1	0.4	55.5	140	43.2	57.8	15.2	40.9	28.1	236.6	30.9	22.7	45.6	9.5	45.9	0.1	48.6	838.6	36.2	46.5
GeoCLIP2025.10		38.8	—	77.5	64.3	73.3	76	81.4	31	74.1	45.5	60.5	57.9	45.5	71.4	75.9	71.9	65.1	64.9	48.1	67.8	6.9	66	59.5
UrbanFusion2025.10		35	—	76.1	70.1	77.1	77.3	76	43.5	75.1	53.9	59.2	65	28.5	74.1	76.9	74.1	66.7	69.5	54.6	70.2	19.8	66	60.4
GeoCLIP2025.10		33.8	—	80.7	70.7	74	81.1	81.7	33.9	78.4	50.1	64.5	65.9	41.7	77.9	82.2	76.7	72.9	70.3	52.6	72.3	16.1	73.2	62.8
GAIR2025.10		28.4	—	78.3	68.4	72.4	76.5	77.4	27.8	75.1	42.6	59.8	61.2	1,635.5	75	76.2	72.7	66.2	66.3	45.9	72.2	15.3	68.9	20.9
SatCLIP L402025.10		15.2	—	46.1	30	33.9	44.4	76.7	6.5	43.4	24.9	37.6	27.5	3,318.7	51.6	52.8	37.4	36.7	36.6	28.4	36	3.3	32.8	124.6
PDFM2025.10		11.3	—	81.4	81.5	67.2	85.6	18	61.1	84.5	6.6	72.1	72.7	26.6	67.2	67.8	80	46.3	77.7	67.9	78.1	264.6	73.8	44.4
GPS2Vec2025.10		7	—	59.6	54.4	65.6	62.8	65.6	6.6	63	161	44.8	48.8	7	62.3	64.3	57	31.9	53.6	32.6	54	52.7	53.4	31.7
SatCLIP L402025.10		6.1	—	39.1	26.3	31.6	35.4	73.1	9.7	36.5	20.9	26.3	19	16.1	45.9	49.8	30.1	39.3	26.1	22.1	22	10.1	534.3	1.5
SatCLIP L102025.10		5.8	—	29.8	22.1	0.8	32.4	76.8	11.1	28.2	13	19.1	16.9	25.9	41.1	49.2	26.3	34.5	18.2	25.6	23	10.3	33.2	25.8
CSP2025.10		5.7	—	28.4	15.6	24.5	33.8	68.8	10.3	19.6	12.9	5.9	12.3	16.6	40	47.6	26.7	35.1	10.2	15.6	11.4	0.9	22.8	22.1
CSP2025.10		5.1	—	8.3	22.9	18.4	27.2	70.8	10	27.6	6.6	15.6	14.8	15.7	34.5	40.6	26.4	31.4	16.4	18.1	6.7	4.9	23.3	20.1
Identity2025.10		1.8	—	29	20.6	26.5	31.3	69.2	13.7	25.1	13.8	16.3	12.3	19.1	36.9	44.9	26.9	33.4	20.3	11.7	18.9	1.6	22.9	23.6
SatCLIP L102025.10		1	—	29.9	20.1	5.2	32.6	77.1	15.4	28.8	15.5	20	19.1	24.8	42.4	47.9	25.2	35.5	19.5	22.5	21.6	3.3	31.4	25.7