| Dataset Name | SOTA Method | Metric | Trend | ||
|---|---|---|---|---|---|
| SOT (Overall) | DI (Ours) | Accuracy94 | 5 | 1mo ago | |
| Tail Synthetic | DI (Ours) | Accuracy92.4 | 5 | 1mo ago | |
| Retail | DI (Ours) | Accuracy96.3 | 5 | 1mo ago | |
| Branded | DI (Ours) | Accuracy94.5 | 5 | 1mo ago | |
| Dogpile transaction log | Accuracy94 | 2 | 1mo ago | ||
| ORCAS | Snorkel-based weak supervision labeling | Accuracy90.2 | 1 | 1mo ago | |
| AOL query collection | Accuracy82.22 | 1 | 1mo ago | ||
| Microsoft adCenter | Accuracy0.86 | 1 | 1mo ago |
