Model Discovery on Mistral-7B model tree Extended Discovery
1RankOptimal
Evaluation results
| Method | Links | ||
|---|---|---|---|
| OptimalQueries Per Model=N/A2026.01 | 1 | 69.6 | |
| accelerated Sequential HalvingQueries Per Model=2002026.01 | 1.1 | 69.6 | |
| UCBQueries Per Model=2002026.01 | 1.2 | 69.6 | |
| TTTSQueries Per Model=2002026.01 | 1.2 | 69.6 | |
| UCB-StdDev.Queries Per Model=2002026.01 | 1.3 | 69.5 | |
| accelerated Sequential HalvingQueries Per Model=1002026.01 | 1.4 | 69.5 | |
| accelerated Sequential HalvingQueries Per Model=502026.01 | 1.6 | 69.5 | |
| accelerated Sequential HalvingQueries Per Model=252026.01 | 1.9 | 69.5 | |
| BayesElimQueries Per Model=2002026.01 | 2 | 69.5 | |
| UCB-EQueries Per Model=2002026.01 | 2 | 69.5 | |
| UCB-StdDev.Queries Per Model=1002026.01 | 2.3 | 69.5 | |
| Sequential HalvingQueries Per Model=2002026.01 | 2.3 | 69.5 | |
| accelerated Sequential HalvingQueries Per Model=102026.01 | 2.6 | 69.4 | |
| UCB-EQueries Per Model=1002026.01 | 2.8 | 69.4 | |
| BayesElimQueries Per Model=1002026.01 | 3.4 | 69.4 | |
| UCBQueries Per Model=1002026.01 | 3.5 | 69.4 | |
| Sequential HalvingQueries Per Model=1002026.01 | 3.9 | 69.3 | |
| UCB-StdDev.Queries Per Model=502026.01 | 4 | 69.3 | |
| UCB-EQueries Per Model=502026.01 | 4.3 | 69.3 | |
| TTTSQueries Per Model=1002026.01 | 5.6 | 69.2 | |
| BayesElimQueries Per Model=502026.01 | 6.7 | 69.1 | |
| Successive RejectsQueries Per Model=2002026.01 | 7.3 | 69 | |
| UCB-EQueries Per Model=252026.01 | 7.6 | 69 | |
| Sequential HalvingQueries Per Model=502026.01 | 7.7 | 69 | |
| UCB-StdDev.Queries Per Model=252026.01 | 8.8 | 68.9 | |
| UCBQueries Per Model=502026.01 | 8.9 | 68.9 | |
| BayesElimQueries Per Model=252026.01 | 9.8 | 68.9 | |
| UniformQueries Per Model=2002026.01 | 10.6 | 68.8 | |
| TTTSQueries Per Model=502026.01 | 10.8 | 68.7 | |
| Sequential HalvingQueries Per Model=252026.01 | 11.6 | 68.7 | |
| UCB-StdDev.Queries Per Model=102026.01 | 11.8 | 68.6 | |
| UCBQueries Per Model=252026.01 | 12.4 | 68.6 | |
| BayesElimQueries Per Model=102026.01 | 13.5 | 68.5 | |
| UCB-EQueries Per Model=102026.01 | 13.6 | 68.4 | |
| Successive RejectsQueries Per Model=1002026.01 | 13.8 | 68.5 | |
| TTTSQueries Per Model=102026.01 | 14 | 68.5 | |
| UCBQueries Per Model=102026.01 | 14.1 | 68.4 | |
| UniformQueries Per Model=1002026.01 | 14.5 | 68.5 | |
| Sequential HalvingQueries Per Model=102026.01 | 15.2 | 68.4 | |
| TTTSQueries Per Model=252026.01 | 15.3 | 68.4 | |
| Successive RejectsQueries Per Model=502026.01 | 16.5 | 68.2 | |
| UniformQueries Per Model=502026.01 | 17.4 | 68.3 | |
| Successive RejectsQueries Per Model=252026.01 | 19.1 | 67.8 | |
| UniformQueries Per Model=252026.01 | 19.4 | 67.9 | |
| Successive RejectsQueries Per Model=102026.01 | 25.6 | 66.2 | |
| UniformQueries Per Model=102026.01 | 29.5 | 65.6 | |
| Best BaseQueries Per Model=N/A2026.01 | 62 | 55.6 | |
| Random SelectionQueries Per Model=N/A2026.01 | 144.6 | 43.1 |