secret-word task
42.4AccuracyBootstrap
Evaluation Results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| BootstrapModel=Qwen3-8B, Temperature=0.52026.05 | 42.4 | 19.3 | 21.3 | 1.029 | 81 | |
| steering-coefficient sensitivityModel=Qwen3-8B2026.05 | 41.8 | 40.4 | 35.4 | 4.401 | 76.3 | |
| MCMC power-sampling acceptanceModel=Qwen3-8B, Temperature=0.1252026.05 | 41.5 | 54.4 | 53.4 | 10.77 | 56.3 | |
| Log-probModel=Qwen3-8B, Variant=with offset, baseline2026.05 | 41.4 | 25.5 | 24.6 | 0.73 | 84 | |
| BootstrapModel=Qwen3-8B, Temperature=0.72026.05 | 41.4 | 9.7 | 17.1 | 0.558 | 83 | |
| Direct (numeric)Model=Qwen3-8B2026.05 | 41.4 | 58.2 | 58 | 12.66 | 51.6 | |
| MCMC power-sampling agreementModel=Qwen3-8B, Temperature=0.52026.05 | 41.3 | 26.3 | 24.7 | 1.608 | 80.3 | |
| BootstrapModel=Qwen3-8B, Temperature=1.02026.05 | 40.2 | 5.7 | 16.3 | 0.498 | 82.9 | |
| BootstrapModel=Qwen3-8B, Temperature=1.32026.05 | 38.7 | 7.6 | 17.1 | 0.519 | 82.3 | |
| BootstrapModel=Qwen3-8B, Temperature=1.52026.05 | 36.7 | 8.3 | 17.3 | 0.522 | 82.4 | |
| Log-probModel=Qwen3.6-27B, Variant=with offset, baseline2026.05 | 23.4 | 13.1 | 15.8 | 0.489 | 83.5 | |
| MCMC power-sampling acceptanceModel=Qwen3.6-27B, Temperature=0.1252026.05 | 23.4 | 74 | 72.9 | 15.61 | 52.8 | |
| Direct (numeric)Model=Qwen3.6-27B2026.05 | 23.4 | 75.3 | 75.2 | 16.02 | 40.4 | |
| steering-coefficient sensitivityModel=Qwen3.6-27B2026.05 | 23.2 | 50.1 | 41.3 | 4.172 | 72.5 | |
| BootstrapModel=Qwen3.6-27B, Temperature=0.52026.05 | 23.1 | 32.7 | 22.2 | 0.8 | 86.4 | |
| BootstrapModel=Qwen3.6-27B, Temperature=0.72026.05 | 23 | 21.8 | 15.7 | 0.514 | 86.3 | |
| MCMC power-sampling agreementModel=Qwen3.6-27B, Temperature=0.52026.05 | 22.8 | 39 | 27.4 | 1.383 | 85.8 | |
| BootstrapModel=Qwen3.6-27B, Temperature=1.02026.05 | 22.5 | 14.7 | 13 | 0.431 | 85.1 | |
| BootstrapModel=Qwen3.6-27B, Temperature=1.32026.05 | 20.9 | 12.5 | 12.5 | 0.415 | 83.7 | |
| BootstrapModel=Qwen3.6-27B, Temperature=1.52026.05 | 20.6 | 10.3 | 12.9 | 0.422 | 81.2 |