LLM Selection on Open LLM Leaderboard Scientific Discovery scenario K = 42 models
64Main ObjectivePrefUCB
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| PrefUCB2026.06 | 64 | 43.6 | 72.2 | |
| ScalarizedUCBr.r.2026.06 | 59.3 | 46.3 | 64.6 | |
| GT-PF2026.06 | 56.7 | 53.9 | 58.7 | |
| ParetoUCB2026.06 | 53.1 | 51.1 | 55.5 |