| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Clinical Trial Outcome Prediction | TOP (Phase III) | Precision77.75 | 5 | |
| Clinical Trial Outcome Prediction | TOP (Phase II) | PR Score68.22 | 5 | |
| Clinical Trial Outcome Prediction | TOP (Phase I) | Precision86.88 | 5 | |
| Conversational Semantic Parsing | TOP s2s-base ⇒ s2s-large | EM Accuracy87.69 | 5 | |
| Conversational Semantic Parsing | TOP s2s-large-part ⇒ s2s-large | EM Accuracy87.65 | 5 | |
| Conversational Semantic Parsing | TOP s2s-base-part ⇒ s2s-base | EM Accuracy86.9 | 5 | |
| Semantic Parsing | TOP 500 SPIS v2 | Reminder74.9 | 3 | |
| Semantic Parsing | TOP 25 SPIS v2 | Reminder Score64.2 | 3 | |
| Semantic Parsing | TOP 10 SPIS v2 | Reminder Accuracy56.7 | 2 |