| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Backdoor Attack Predict Future | Howdy! | Top-5 auPRC100 | 29 | |
| Data Attribution | Howdy (test) | AUPRC99.9 | 10 | |
| Backdoor Detection | Howdy! Backdoor Attack | AUPRC (Top-5)99.6 | 9 | |
| candidate retrieval | Howdy 5K candidate pool (prospective valuation) | Top-100 auPRC99.8 | 9 | |
| Unlearning | Howdy | Forget Rate57 | 6 | |
| Fact-tracing retrieval | Howdy-5000 | Top-5 auPRC100 | 6 | |
| Backdoor Detection | Howdy! trigger phrase samples C4 web text based (train) | Precision Top-105.9 | 2 | |
| Backdoor Detection | Howdy! 105K samples mixed with trigger phrase C4 web text based (train) | Precision@1023.8 | 2 |