| Dataset Name | SOTA Method | Metric | Trend | ||
|---|---|---|---|---|---|
| Indecisive utility distribution synthetic (test) | Set Transformers | Utilitarian Accuracy70 | 9 | 3mo ago | |
| Polarized utility distribution synthetic (test) | Graph Isomorphism Network (GIN) | Utilitarian Acc68 | 9 | 3mo ago | |
| Uniform utility distribution synthetic (test) | Graph Isomorphism Network (GIN) | Utilitarian Accuracy69 | 9 | 3mo ago | |
| Red-Black Game | Kimi-K2-Thinking | Base Score150 | 7 | 6d ago | |
| Simulated text-based generative advertising High-Budget, ≥ 32k tokens | IAMFM-MFBO | Mean Welfare190.73 | 5 | 1mo ago | |
| Simulated text-based generative advertising Low-Budget ≤ 16k tokens | IAMFM-ASH | Mean Welfare187.26 | 5 | 1mo ago | |
| Synthetic Simulation Accuracy-aware Over-supply (fill ≈ 89%) | Social Welfare7,619 | 3 | 1mo ago | ||
| Synthetic Simulation Accuracy-aware (Under-supply fill ≈ 66%) | Social Welfare1,981 | 3 | 1mo ago |
