| Dataset Name | SOTA Method | Metric | Trend | ||
|---|---|---|---|---|---|
| Credit scoring dataset | Accuracy (Acc)99.83 | 20 | 4mo ago | ||
| Credit scoring (Protected attribute: Age) | Accuracy99.82 | 20 | 4mo ago | ||
| PPDai | Accuracy80.1 | 14 | 1mo ago | ||
| LendingClub | Accuracy79.6 | 14 | 1mo ago | ||
| Default | Accuracy86.3 | 14 | 1mo ago | ||
| Financial Credit Scoring | GPT-4 (gpt-4-0613) | CS70 | 13 | 5mo ago | |
| GMSC | DRLR | ROC AUC72.3 | 5 | 16d ago | |
| PAKDD | DRLR | ROC AUC58.7 | 5 | 16d ago | |
| TC | ROC AUC0.701 | 5 | 16d ago | ||
| HC | ROC AUC72.3 | 5 | 16d ago | ||
| GC | ROC76.5 | 5 | 16d ago | ||
| Lending Club | AUC0.675 | 3 | 3mo ago | ||
| German Credit | AUC0.736 | 3 | 3mo ago | ||
| Credit Card | AUC0.746 | 3 | 3mo ago | ||
| GMC | AUC0.729 | 3 | 3mo ago | ||
| CHN Banks | AUC0.808 | 3 | 3mo ago | ||
| Bank Personal Loan | AUC0.969 | 3 | 3mo ago | ||
| Internal Credit Scoring (test) | PRAGMA | PR-AUC130.2 | 1 | 3mo ago |
