Domain Discovery on Retrieval Oracle Simulation
6Domains CoveredUncertainty Sampling
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| Uncertainty SamplingBudget (n)=Final2026.06 | 6 | 45 | 4.97 | — | |
| Dist-to-ThresholdBudget (n)=202026.06 | 6 | 15 | 5.33 | — | |
| Dist-to-ThresholdBudget (n)=302026.06 | 6 | 15 | 5.33 | — | |
| Dist-to-ThresholdBudget (n)=402026.06 | 6 | 15 | 5.33 | — | |
| Dist-to-ThresholdBudget (n)=Final2026.06 | 6 | 15 | 5.33 | — | |
| SHARPBudget (n)=102026.06 | 6 | 10 | 5.35 | — | |
| SHARPBudget (n)=202026.06 | 6 | 10 | 5.35 | — | |
| SHARPBudget (n)=302026.06 | 6 | 10 | 5.35 | — | |
| SHARPBudget (n)=402026.06 | 6 | 10 | 5.35 | — | |
| SHARPBudget (n)=Final2026.06 | 6 | 10 | 5.35 | — | |
| Uncertainty SamplingBudget (n)=402026.06 | 5.8 | 45 | 4.97 | — | |
| RandomBudget (n)=202026.06 | 5.8 | — | 5.12 | — | |
| RandomBudget (n)=302026.06 | 5.8 | — | 5.12 | — | |
| RandomBudget (n)=402026.06 | 5.8 | — | 5.12 | — | |
| RandomBudget (n)=Final2026.06 | 5.8 | — | 5.12 | — | |
| Dist-to-ThresholdBudget (n)=102026.06 | 5.8 | 15 | 5.33 | — | |
| Uncertainty SamplingBudget (n)=302026.06 | 5.6 | 45 | 4.97 | — | |
| Uncertainty SamplingBudget (n)=202026.06 | 5.4 | 45 | 4.97 | — | |
| RandomBudget (n)=102026.06 | 5.4 | — | 5.12 | — | |
| Uncertainty SamplingBudget (n)=102026.06 | 5.2 | 45 | 4.97 | — |