Model Discovery on Qwen-3B model tree Extended Discovery
233.8RankRandom Selection
Evaluation results
| Method | Links | ||
|---|---|---|---|
| Random SelectionQueries Per Model=N/A2026.01 | 233.8 | 58.8 | |
| UniformQueries Per Model=102026.01 | 166.3 | 67.1 | |
| UniformQueries Per Model=252026.01 | 115.6 | 69.7 | |
| Successive RejectsQueries Per Model=102026.01 | 94.4 | 70.6 | |
| TTTSQueries Per Model=102026.01 | 92.6 | 70.8 | |
| UniformQueries Per Model=502026.01 | 91.2 | 70.7 | |
| Successive RejectsQueries Per Model=252026.01 | 88.6 | 70.7 | |
| UCBQueries Per Model=102026.01 | 88 | 70.8 | |
| Successive RejectsQueries Per Model=502026.01 | 83.1 | 71 | |
| UCB-StdDev.Queries Per Model=102026.01 | 81.8 | 71 | |
| UCB-EQueries Per Model=102026.01 | 78.4 | 71 | |
| TTTSQueries Per Model=252026.01 | 76.4 | 71.2 | |
| Sequential HalvingQueries Per Model=102026.01 | 69.3 | 71.4 | |
| Successive RejectsQueries Per Model=1002026.01 | 69.3 | 71.4 | |
| UCBQueries Per Model=252026.01 | 63.6 | 71.5 | |
| UniformQueries Per Model=1002026.01 | 63.2 | 71.4 | |
| Best BaseQueries Per Model=N/A2026.01 | 56.5 | 71.6 | |
| BayesElimQueries Per Model=102026.01 | 56.4 | 71.7 | |
| UCB-EQueries Per Model=252026.01 | 55 | 71.7 | |
| UCB-StdDev.Queries Per Model=252026.01 | 54.9 | 71.7 | |
| TTTSQueries Per Model=502026.01 | 53.1 | 71.7 | |
| Sequential HalvingQueries Per Model=252026.01 | 52.4 | 71.7 | |
| Successive RejectsQueries Per Model=2002026.01 | 52.4 | 71.7 | |
| BayesElimQueries Per Model=252026.01 | 47.2 | 71.9 | |
| TTTSQueries Per Model=1002026.01 | 47.2 | 71.9 | |
| UCBQueries Per Model=502026.01 | 41.2 | 71.9 | |
| Sequential HalvingQueries Per Model=502026.01 | 41 | 71.9 | |
| UCB-EQueries Per Model=502026.01 | 37.4 | 72 | |
| UCB-StdDev.Queries Per Model=502026.01 | 34.7 | 72.1 | |
| UCBQueries Per Model=1002026.01 | 30.6 | 72.1 | |
| UniformQueries Per Model=2002026.01 | 30.5 | 72.2 | |
| BayesElimQueries Per Model=502026.01 | 30 | 72.1 | |
| TTTSQueries Per Model=2002026.01 | 23.4 | 72.3 | |
| UCBQueries Per Model=2002026.01 | 20 | 72.6 | |
| Sequential HalvingQueries Per Model=1002026.01 | 17.9 | 72.4 | |
| UCB-StdDev.Queries Per Model=1002026.01 | 16.8 | 72.5 | |
| UCB-EQueries Per Model=1002026.01 | 12.4 | 72.6 | |
| accelerated Sequential HalvingQueries Per Model=102026.01 | 11.3 | 72.6 | |
| BayesElimQueries Per Model=1002026.01 | 10.9 | 72.6 | |
| UCB-StdDev.Queries Per Model=2002026.01 | 10 | 72.9 | |
| Sequential HalvingQueries Per Model=2002026.01 | 6.2 | 72.8 | |
| UCB-EQueries Per Model=2002026.01 | 5.7 | 73 | |
| accelerated Sequential HalvingQueries Per Model=252026.01 | 5.3 | 72.8 | |
| BayesElimQueries Per Model=2002026.01 | 4.7 | 72.8 | |
| accelerated Sequential HalvingQueries Per Model=502026.01 | 3.5 | 72.9 | |
| accelerated Sequential HalvingQueries Per Model=1002026.01 | 2.1 | 73.1 | |
| accelerated Sequential HalvingQueries Per Model=2002026.01 | 1.4 | 73.1 | |
| OptimalQueries Per Model=N/A2026.01 | 1 | 73.2 |