| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Choice Prediction | LPMC (test) | Accuracy74.4 | 9 | |
| Multi-class Classification | LPMC holdout (test) | Cross-Entropy Loss0.674 | 7 | |
| Classification | LPMC (test) | NLL0.668 | 6 | |
| Discrete Choice Modeling | LPMC (test) | Log-Likelihood-1,372.69 | 5 | |
| Discrete Choice Prediction | LPMC 10K random subsample n = 1,501 (test) | Accuracy74.4 | 5 |