Spatial Indicator Generalization on ZIP Code (Cross-Regional)
29.2High Cholesterol R2GAIR PP 2.0
Evaluation results
| Method | Links | ||||||||||||||||||||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| GAIR PP 2.0Evaluation protocol=Linear evaluation, Input modalities=All available modalities2025.10 | 29.2 | 74.2 | 65.1 | 74.5 | 73.5 | 75.7 | 30.7 | 70.6 | 69.5 | 48 | 74.3 | 44 | 77 | 66.8 | 70.2 | 74.4 | 63.1 | 47.6 | 65.6 | 58.9 | 68.5 | 62.9 | 66.6 | 73.4 | 71.7 | 57.2 | 55.7 | 64.9 | 63.2 | 56.5 | 59.8 | 62.5 | |
| GeoCLIPEvaluation protocol=Linear evaluation, Input modalities=All available modalities2025.10 | 28.5 | 49.8 | 47.7 | 71.2 | 53.5 | 60.7 | 20.6 | 57.6 | 25.8 | 43.1 | 61.3 | 35 | 63.3 | 54.1 | 40.8 | 19.8 | 49.5 | 38 | 39.8 | 19.6 | 44.1 | 44 | 40.6 | 56 | 46 | 58.9 | 19.8 | 44.3 | 33.8 | 42.4 | 38.1 | 42.1 | |
| UrbanFusionEvaluation protocol=Linear evaluation, Input modalities=All available modalities2025.10 | 20.5 | 79.5 | 67.7 | 80.4 | 76.8 | 66.1 | 15 | 77.3 | 64.6 | 42.4 | 70.4 | 30.2 | 81.4 | 71.9 | 69.7 | 75.1 | 55.9 | 39.3 | 64.1 | 47.4 | 68.4 | 60.2 | 50.5 | 63.1 | 70 | 64 | 58.8 | 61.3 | 44.7 | 52.4 | 48.6 | 56.7 | |
| SatCLIP L10Evaluation protocol=Linear evaluation, Input modalities=All available modalities2025.10 | 20.3 | 74.8 | 64.4 | 73.9 | 72.4 | 72.9 | 32.9 | 70.4 | 66.5 | 51.1 | 73.3 | 34.7 | 74 | 67.6 | 67.3 | 73.9 | 63.8 | 38 | 61.8 | 55.7 | 66.4 | 60.8 | 65.4 | 69.9 | 61.1 | 60.5 | 57.3 | 62.8 | 61.5 | 56.2 | 58.8 | 60.8 | |
| SatCLIP L40Evaluation protocol=Linear evaluation, Input modalities=All available modalities2025.10 | 19.9 | 73.1 | 60.5 | 71.2 | 71.7 | 67.2 | 26.8 | 67.3 | 66.6 | 47 | 67.2 | 26.4 | 74.3 | 65.4 | 67 | 72.2 | 58.9 | 32.5 | 61.4 | 55.8 | 66.2 | 58 | 68.7 | 74.3 | 65.1 | 57.6 | 55.8 | 64.3 | 54.9 | 59 | 57 | 59.8 | |
| Identity y ~ g(c)Evaluation protocol=Linear evaluation, Input modalities=All available modalities2025.10 | 1.1 | 11.9 | 19.4 | 40.6 | 17.1 | 51 | -1.4 | 28.8 | -0.5 | 13.9 | 38.4 | 17.1 | 28.7 | 27.7 | 1.9 | 8.2 | 17.7 | 11.2 | 6.6 | -0.3 | 8.9 | 16.6 | 4.4 | 34.9 | 12.2 | 34.6 | -0.6 | 17.1 | 13.5 | 25.1 | 19.3 | 17.7 |