| Dataset Name | SOTA Method | Metric | Trend | ||
|---|---|---|---|---|---|
| sine n=200 | MMRIV | MSE0.059 | 8 | 3mo ago | |
| STAR Strong instrument math scores Small vs. Regular class sizes | IV-ICL | Validity Score1 | 6 | 20d ago | |
| STAR math scores Small vs. Regular class sizes Weak instrument, ρ(Z, T) ≈ 0.29 | IV-ICL | Validity100 | 6 | 20d ago | |
| Airplane demand modified binary (n=2048 samples) | IV-ICL | Validity1 | 6 | 20d ago | |
| demand n=1000 | GPIV | Normalized MSE0.028 | 4 | 3mo ago | |
| demand n=500 | GPIV | Normalized MSE0.053 | 4 | 3mo ago | |
| demand n=200 | GPIV | Normalized MSE0.07 | 4 | 3mo ago | |
| linear (n=1000) | GPIV | MSE0.057 | 4 | 3mo ago | |
| linear n=500 | MMRIV | MSE0.093 | 4 | 3mo ago | |
| linear n=200 | MMRIV | MSE0.082 | 4 | 3mo ago | |
| log n=1000 | GPIV | MSE0.045 | 4 | 3mo ago | |
| log n=500 | MMRIV | MSE0.058 | 4 | 3mo ago | |
| sine n=1000 | QBIV | MSE0.087 | 4 | 3mo ago | |
| sine n=500 | QBIV | MSE0.117 | 4 | 3mo ago |
