| Dataset Name | SOTA Method | Metric | Trend | ||
|---|---|---|---|---|---|
| SUSHI Preference Data Set (test) | Worst CR80 | 97 | 4mo ago | ||
| SUSHI Preference Data | Worst Coverage Ratio87 | 37 | 4mo ago | ||
| Assortment Optimization Dataset (test) | Average Ratio100 | 16 | 1mo ago | ||
| MC N=100 (test) | Avg. Ratio103.6 | 7 | 1mo ago | ||
| Exponomial (test) | GCN-based Index with Local Search (GILS) | Average Ratio100.1 | 7 | 1mo ago | |
| NL (test) | GCN-based Integer Programming (GIP) | Avg. Ratio103.9 | 7 | 1mo ago | |
| Synthetic Assortment Data unknown-choice-model case (N_test=2,000, Strans=20,000, Ntrain=20) (test) | GCN-based Integer Programming (GIP) | Average Ratio95.9 | 7 | 1mo ago | |
| Synthetic Assortment Data unknown-choice-model case N_test=500 Strans=20,000 Ntrain=20 (test) | GCN-based Integer Programming (GIP) | Average Ratio96.1 | 7 | 1mo ago | |
| MNL (Multinomial Logit) model Discrete | - | - | 0 | 4mo ago |
