Model Discovery on Qwen-7B model tree (Extended Discovery)
1RankOptimal
Evaluation results
| Method | Links | ||
|---|---|---|---|
| OptimalQueries Per Model=N/A2026.01 | 1 | 79.1 | |
| accelerated Sequential HalvingQueries Per Model=2002026.01 | 1.7 | 79.1 | |
| accelerated Sequential HalvingQueries Per Model=1002026.01 | 2 | 79.1 | |
| accelerated Sequential HalvingQueries Per Model=502026.01 | 3.6 | 79 | |
| UCB-EQueries Per Model=2002026.01 | 4.2 | 79 | |
| BayesElimQueries Per Model=2002026.01 | 5.5 | 78.9 | |
| UCB-StdDev.Queries Per Model=2002026.01 | 6.3 | 78.9 | |
| Sequential HalvingQueries Per Model=2002026.01 | 7.3 | 78.8 | |
| accelerated Sequential HalvingQueries Per Model=252026.01 | 12.3 | 78.7 | |
| UCB-EQueries Per Model=1002026.01 | 14.7 | 78.7 | |
| accelerated Sequential HalvingQueries Per Model=102026.01 | 15.8 | 78.6 | |
| Sequential HalvingQueries Per Model=1002026.01 | 16.1 | 78.6 | |
| BayesElimQueries Per Model=1002026.01 | 16.5 | 78.6 | |
| UCB-StdDev.Queries Per Model=1002026.01 | 19.9 | 78.7 | |
| UCBQueries Per Model=2002026.01 | 20.4 | 78.6 | |
| UCB-StdDev.Queries Per Model=502026.01 | 28.9 | 78.4 | |
| UCBQueries Per Model=1002026.01 | 29.2 | 78.4 | |
| Sequential HalvingQueries Per Model=502026.01 | 29.6 | 78.4 | |
| Best BaseQueries Per Model=N/A2026.01 | 30 | 78.3 | |
| TTTSQueries Per Model=2002026.01 | 30 | 78.4 | |
| BayesElimQueries Per Model=502026.01 | 31 | 78.4 | |
| UCB-EQueries Per Model=502026.01 | 33.1 | 78.3 | |
| TTTSQueries Per Model=1002026.01 | 35.5 | 78.3 | |
| Sequential HalvingQueries Per Model=252026.01 | 35.7 | 78.3 | |
| UCBQueries Per Model=502026.01 | 39.8 | 78.2 | |
| BayesElimQueries Per Model=252026.01 | 43.9 | 78.2 | |
| UniformQueries Per Model=2002026.01 | 45 | 78.1 | |
| TTTSQueries Per Model=502026.01 | 51.7 | 78 | |
| Successive RejectsQueries Per Model=2002026.01 | 52 | 78 | |
| UCB-StdDev.Queries Per Model=252026.01 | 53 | 78 | |
| Successive RejectsQueries Per Model=1002026.01 | 57.3 | 77.9 | |
| UCB-EQueries Per Model=252026.01 | 58.4 | 77.7 | |
| BayesElimQueries Per Model=102026.01 | 58.9 | 77.8 | |
| UniformQueries Per Model=1002026.01 | 60.7 | 77.7 | |
| TTTSQueries Per Model=252026.01 | 62.5 | 77.7 | |
| Sequential HalvingQueries Per Model=102026.01 | 62.9 | 77.7 | |
| UCBQueries Per Model=252026.01 | 64.7 | 77.7 | |
| UCB-StdDev.Queries Per Model=102026.01 | 75.2 | 77.2 | |
| TTTSQueries Per Model=102026.01 | 75.7 | 77.2 | |
| Successive RejectsQueries Per Model=252026.01 | 76.7 | 77.3 | |
| Successive RejectsQueries Per Model=502026.01 | 78.4 | 77.3 | |
| UniformQueries Per Model=502026.01 | 81.9 | 77 | |
| UCB-EQueries Per Model=102026.01 | 83.7 | 76.9 | |
| UCBQueries Per Model=102026.01 | 83.9 | 77 | |
| UniformQueries Per Model=252026.01 | 126.4 | 75.2 | |
| Successive RejectsQueries Per Model=102026.01 | 128.3 | 75.2 | |
| UniformQueries Per Model=102026.01 | 173.8 | 72.4 | |
| Random SelectionQueries Per Model=N/A2026.01 | 318.4 | 59.9 |