GSS
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Binary decision task | GSS United States (test) | Accuracy0.5636 | 24 | |
| Street-view Image Attribute Classification | GSS Weather | Accuracy88.01 | 7 | |
| Street-view Image Attribute Classification | GSS View Direction | Accuracy95.28 | 7 | |
| Street-view Image Attribute Classification | GSS Reflection | Accuracy78.72 | 7 | |
| Street-view Image Attribute Classification | GSS Quality | Accuracy92.03 | 7 | |
| Street-view Image Attribute Classification | GSS Platform | Accuracy69.12 | 7 | |
| Street-view Image Attribute Classification | GSS Panoramic Status | Accuracy99.95 | 7 | |
| Street-view Image Attribute Classification | GSS Lighting Condition | Accuracy96.46 | 7 | |
| Street-view Image Attribute Classification | GSS Glare | Accuracy97.21 | 7 | |
| Public opinion prediction | General Social Survey Temporal Distance >= 3 C | Spearman Correlation (rho)0.971 | 6 | |
| Public opinion prediction | GSS Low volatility (Level B) | Spearman Correlation (rho)0.993 | 6 | |
| Public opinion prediction | GSS High Volatility Level B | Spearman Correlation0.96 | 6 | |
| Public opinion prediction | GSS (All) | Spearman Correlation0.982 | 6 | |
| Retrodiction | GSS (test) | AUC0.862 | 5 | |
| Missing data imputation | GSS (test) | AUC86.8 | 5 | |
| Unasked opinion prediction | GSS (test) | AUC0.701 | 3 |
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