| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Automatic Speech Recognition | Online (test) | WER13.75 | 6 | |
| Online Prediction | Online Anti-signal length T = 100 | Mean Regret11.3 | 4 | |
| Online Prediction | Online Flat length T = 100 | Mean Regret7.9 | 4 | |
| Online Prediction | Online Stratified length T = 100 | Mean Regret9.3 | 4 | |
| Item Ranking | Online Item production (A/B test) | TVT Lift14 | 2 | |
| Financial Advisory Copilot | Online 80+ investment advisors (production) | Advisor Manual Retry Rate9 | 2 | |
| Online EEG-controlled Robotic Grasp-and-Place | Online Base Demonstration | Online VI Avg Accuracy40.23 | 1 |