Regression on ZIP Code (test)

55.1High Cholesterol ScorePDFM

Updated 2mo ago

Evaluation Results

Method
PDFM2025.10	55.1	88.5	84.7	85.4	92	93	62.1	86.8	66.8	74.8	82.7	65.8	86.2	92.2	85.9	83.4	82.8	74.3	80.6	87.3	54.1	79.3	66.2	81.1	74	62.6	65.7	69.9	97.9	47.8	72.8	74	—	—
PDFM2025.10	55.1	88.5	84.7	85.4	92	93	62.1	86.8	66.8	74.8	82.7	65.8	86.2	92.2	85.9	83.4	82.8	74.3	80.6	87.3	54.1	79.3	66.2	81.1	74	62.6	65.7	69.9	97.9	47.8	72.8	—	—	74
UrbanFusion2025.10	52.9	82.8	72.1	70.5	83.8	84.2	44.2	78.6	66.6	62.1	66.4	54.7	79.9	83.3	80.7	79.7	72.5	60.1	75.4	78.2	31.2	69.5	56.9	78	75.7	67.1	67.7	69.1	99.3	74.3	86.8	—	—	75.1
SatCLIP2025.10	52.5	70.5	61.2	50.1	67.7	81.9	44.7	71.3	30.4	62.2	57.2	54.3	71.4	75.5	69.3	61.6	62.3	57.3	68.4	55.6	15.8	59.1	39.3	76.4	75.9	63.1	43.1	59.6	99.8	75.7	87.8	—	—	68.8
UrbanFusion2025.10	51.4	80.5	71.8	68.9	82.4	85.6	48.6	72.2	69	65.5	67.2	57.6	74.8	81	77.3	80	72.7	60.1	72.4	79.3	42.8	69.6	62.9	81.4	74.8	60.1	66.6	69.2	99.6	68.8	84.2	74.3	—	—
GAIR2025.10	51.2	79.3	64.8	73.7	79.7	81.7	43.3	75.3	41.3	59.4	59.8	56.9	77.2	80.9	76.4	70.8	65.3	53.3	70.4	59.9	16.4	63.7	41.1	77.5	76.1	64.1	48.8	61.5	99.5	73.2	86.4	—	—	70.5
SatCLIP2025.10	50.5	72	61	49.9	69.9	81.9	44.4	70.7	35.3	62.1	55.5	54.5	71.1	73.2	66.6	57.9	62.6	56	67.1	60.6	21.1	59.2	41.5	75.5	77.1	64.8	46.5	61.1	99.8	76.1	87.9	—	—	69.4
GeoCLIP2025.10	50.2	81	68.7	76.3	82.2	84.7	42.4	79	45	63.8	63.9	50.2	78.6	83	77.8	73.1	70.5	55.7	68.9	75	18.3	66.1	54.9	77.5	73.6	56.8	57.2	64	99.7	60.1	79.9	—	—	70
SatCLIP2025.10	50.2	76.3	66.9	69.5	74.2	81.1	40.3	76.9	44.3	65.9	58.3	51.6	72.2	77.9	73.6	62.5	68.9	56.3	70.9	64.5	17.4	62.8	42.3	73.3	77.2	58.4	47.8	59.8	99.8	73	86.4	—	—	69.7
SatCLIP2025.10	49.7	72	59.4	66.2	70.5	80.7	46.2	69.1	40.3	63.2	54.8	54.2	71.4	73.3	69.8	59.5	59.7	54.2	68.9	63.7	25.5	60.6	44.8	75.7	76.7	60.8	50.4	61.7	99.8	71.1	85.4	—	—	69.2
GeoCLIP2025.10	48.4	81.3	64.6	68.5	82.2	83.7	39.1	75.1	55.3	62.9	60.4	50.8	78.1	78.5	75.5	69.5	66.7	53.4	67.9	75	26.3	64.9	47.9	78.3	72.7	59	56.8	62.9	99.8	59.6	79.7	—	—	69.2
GeoCLIP2025.10	46.8	79.2	67.1	76.3	81.7	84.7	40.2	78.7	45	60.5	63.2	50.2	76.2	82.3	76.7	71	68.5	55.7	66.6	75.1	11.2	64.6	50.2	76.8	68	54	57.2	61.2	99.7	51.5	75.6	67.1	—	—
GeoCLIP2025.10	46.2	79.4	62.8	68.5	80.2	83.7	37	73	53.7	60.8	58.3	48.2	76.9	77.4	72.4	69.2	64.7	50.3	67.9	73.4	25.9	63.3	45.2	75.9	69.9	55.4	55.5	60.4	99.8	54.1	77	66.9	—	—
GAIR2025.10	37.7	78.1	61.2	70.3	74.2	81.5	29.9	73.1	52.6	56.4	54.3	41.6	74.5	77.1	74	70.7	59.9	45.8	67.5	75	17.4	60.6	47.4	74.6	61.5	48.3	59.1	58.2	99.5	50.5	75	64.6	—	—
CSP2025.10	27	57.4	56.8	57.6	52.5	77.1	14.5	51.4	30.4	46.5	58.2	49.4	55.2	59.4	47.1	48.9	59.2	46.5	50.4	45.7	15.3	47.9	22.9	17.3	58.1	29.7	24.3	30.5	82.4	52.3	67.4	48.6	—	—
CSP2025.10	27	57.4	56.8	57.6	52.5	77.1	14.5	51.4	30.4	46.5	58.2	49.4	55.2	59.4	47.1	48.9	59.2	46.5	50.4	45.7	15.3	47.9	22.9	17.3	58.1	29.7	24.3	30.5	82.4	52.3	67.4	—	—	48.6
SatCLIP_L402025.10	26.6	55.3	45.5	53.3	54.2	80	9.9	51.6	38.3	48.5	40.5	36.7	58	62	53	51.8	42.4	40.5	52.5	49.8	9.4	45.7	35.3	66.5	47.9	33.3	34.9	43.6	99.8	35.4	67.6	52.3	—	—
Identity2025.10	25.9	72.6	66.1	82	72	67.8	-2.6	71.6	53.7	50.9	75.2	34.3	78.4	55.1	63.2	78	59.3	47.5	70.1	51.9	34.9	57.5	50.1	27.2	34.2	57.8	65.9	47	49.8	53	51.4	—	52	—
SatCLIP_L402025.10	25.7	63.4	50.5	60.3	66	80	28.1	63.4	38.5	48.9	46.2	36.5	67.7	73.5	59.9	55.8	53.7	36.9	55.2	58.9	12.1	51.5	36.6	70.6	47.2	31.2	34.2	44	99.8	35.8	67.8	54.4	—	—
GPS2Vec2025.10	25.3	61.8	65.7	68.1	56	83.1	4.3	68.8	-54.6	50.4	54.8	38.4	69.2	76.1	63.5	68.1	58.9	42.2	63.6	64	-152	41.7	39.7	73.2	70.8	54.5	36.9	55	99.5	40.7	70.1	55.6	—	—
GPS2Vec2025.10	25.3	61.8	65.7	68.1	56	83.1	4.3	68.8	-54.6	50.4	54.8	38.4	69.2	76.1	63.5	68.1	58.9	42.2	63.6	64	-152	41.7	39.7	73.2	70.8	54.5	36.9	55	99.5	40.7	70.1	—	—	55.6
UrbanFusion2025.10	16.1	79.2	57.7	79.3	73.4	59	8.3	72.6	57.6	50.3	72.2	27.6	81.5	60.6	65.4	68.9	63.9	39.7	64.7	70.3	22.3	56.7	52.9	65.7	63.8	60.9	58.6	60.4	44.9	-24.3	10.3	—	42.5	—
CSP2025.10	12.2	43.9	35	23.9	44.2	78.2	15.3	41.8	31.4	35.2	28	35.4	47.7	54.4	42	47.8	35	29.5	39.9	38.5	4.6	36.4	32.9	61	12.8	30.6	29.3	33.3	99.8	14	56.9	42.2	—	—
CSP2025.10	12.2	43.9	35	23.9	44.2	78.2	15.3	41.8	31.4	35.2	28	35.4	47.7	54.4	42	47.8	35	29.5	39.9	38.5	4.6	36.4	32.9	61	12.8	30.6	29.3	33.3	99.8	14	56.9	—	—	42.2
CSP2025.10	0	40.6	35.7	19.6	43.3	75.2	14.6	38.6	29.5	32.4	30.1	19	49.7	53.1	41.1	45.4	33.3	9.7	38.4	35.3	10.6	33.1	32.4	60.5	14.3	30.3	26.4	32.8	99.8	17.5	58.6	41.5	—	—
CSP2025.10	0	40.6	35.7	19.6	43.3	75.2	14.6	38.6	29.5	32.4	30.1	19	49.7	53.1	41.1	45.4	33.3	9.7	38.4	35.3	10.6	33.1	32.4	60.5	14.3	30.3	26.4	32.8	99.8	17.5	58.6	—	—	41.5
SatCLIP_L102025.10	-1.3	49.8	40.7	49.7	45	78.2	12.1	42	35.2	42.5	33.9	35.7	46.8	60.4	44.3	48.8	38.3	37.8	46.2	43.6	10.6	40	33.9	65.2	42.2	24.6	32.2	39.6	99.8	36	67.9	49.2	—	—
SatCLIP_L102025.10	-1.7	42.4	30.9	40.4	44.6	77.2	10.2	38.2	27.3	27.6	22.6	28.4	46.3	55.5	39.2	44.4	29.1	28.4	31.9	30.6	5.9	33.3	31.5	64.7	14.9	26	31.9	33.8	99.8	30.2	65	44	—	—
Identity2025.10	-5.1	-0.5	1.8	4.2	6.3	54.6	9.3	5.8	0.5	-4.5	8.2	10.4	7.6	20.6	3.2	9.9	-1.5	3.1	-1	17.3	1	7.2	0.9	0.2	12	2.3	4.9	4.1	1.8	-6.5	-2.4	3	—	—
Identity2025.10	-5.1	-0.5	1.8	4.2	6.3	54.6	9.3	5.8	0.5	-4.5	8.2	10.4	7.6	20.6	3.2	9.9	-1.5	3.1	-1	17.3	1	7.2	0.9	0.2	12	2.3	4.9	4.1	1.8	-6.5	-2.4	—	—	3
SatCLIP L402025.10	-7.3	76	60.4	75	72.3	-64.9	-1.2	69.5	62.3	43.7	72.9	-59	80.7	53.7	67.1	74.6	56	28.1	64.4	63.9	-82.5	38.4	64.9	65.7	35.2	2.1	57.1	45	22.5	20.8	21.6	—	35	—
GAIR2025.10	-49.4	71	61.8	81.9	73.2	-54.4	11.2	69.5	65.5	48.4	65.9	-80.4	76.6	54.9	70	73.9	59.9	20.2	56.1	69.3	-80.6	36.4	56.6	69.5	49	-112.4	64.4	25.4	53.2	-47.1	3.1	—	21.6	—
GeoCLIP2025.10	-58.1	52.8	50.5	-110.4	49.2	-17,348.5	25	55.7	31.6	42.2	55.1	-62.2	66.5	50	47.1	47.7	-11.3	28.4	-7.7	40.3	-34	-809.1	44.4	53	51.6	51.1	27.3	45.5	33.1	46.3	39.7	—	-241.3	—
SatCLIP L102025.10	-68.7	68.6	54.8	83.8	66.8	-145	-4.2	64.7	58.5	-1.4	52.9	-163.2	18.6	40.3	55.2	69.3	41.5	14.6	56.9	71	-109.4	15.5	64.5	64.4	34.5	-3	55.1	43.1	49.7	70.4	60	—	39.5	—