| Dataset Name | SOTA Method | Metric | Trend | ||
|---|---|---|---|---|---|
| WorldValuesBench (held-out) | nonadaptive | Log Loss0.977 | 56 | 2mo ago | |
| Bargaining Cross-population transfer 1.0 (test) | Qwen3-as-Observer | Mean AUC85.2 | 50 | 2mo ago | |
| PDO tumor-selective (aggregated runs) | NPF-Flat k = 2 | AUROC68.6 | 32 | 2mo ago | |
| PDO EFP (aggregated aggregate runs) | GraphTransformer | AUROC0.71 | 16 | 2mo ago | |
| Simulated Longitudinal Data n=10, T=30 (train) | IPGP | ACC95.7 | 11 | 5mo ago | |
| Simulated Longitudinal Data n=10, T=30 (test) | IPGP | ACC94.2 | 9 | 5mo ago | |
| Experiment C Cluster constant covariates | GBMixed-GRBoost | MSE0.557 | 7 | 26d ago | |
| Experiment C Observation-level covariates | GBMixed-GRBoost | MSE0.551 | 7 | 26d ago | |
| Experiment B Cluster constant covariates | GBMixed-RBoost | MSE0.507 | 7 | 26d ago | |
| Experiment B Observation-level covariates | GBMixed-RBoost | MSE0.515 | 7 | 26d ago | |
| Experiment A Cluster constant covariates | GBMixed-Base | MSE0.664 | 7 | 26d ago | |
| Experiment A Observation-level covariates | GBMixed-Base | Mean Squared Error (MSE)0.945 | 7 | 26d ago |
