| Dataset Name | SOTA Method | Metric | Trend | ||
|---|---|---|---|---|---|
| Open LLM Leaderboard Scientific Discovery scenario K = 42 models | PrefUCB | Main Objective64 | 4 | 1mo ago | |
| Open LLM Leaderboard High-frequency Trade scenario | PrefUCB | Main Objective Score80.4 | 4 | 1mo ago | |
| Open LLM Leaderboard Legal Document Review scenario K = 42 models | PrefUCB | Main Objective Success Rate69.9 | 4 | 1mo ago | |
| Open LLM Leaderboard Customer Service scenario K = 42 models | PrefUCB | Main Objective62.5 | 4 | 1mo ago | |
| 17-model zoo diverse providers | Cost ($)0.026 | 3 | 1mo ago |
