Active Learning on Active Learning Benchmark Suite (8 Datasets Aggregated)
19Highest Mean (Bayesian)ParBaLS EPIG
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| ParBaLS EPIG2025.10 | 19 | 24 | 9 | 14 | |
| ParBaLS-MAP EPIG2025.10 | 2 | 21 | 0 | 9 | |
| SoftmaxBALD2025.10 | 1 | 2 | — | — | |
| EPIG2025.10 | 1 | 12 | — | — | |
| SoftRankEPIG2025.10 | 1 | 10 | — | — | |
| BALD2025.10 | 0 | 3 | — | — | |
| PowerBALD2025.10 | 0 | 3 | — | — | |
| SoftRankBALD2025.10 | 0 | 4 | — | — | |
| PowerEPIG2025.10 | 0 | 2 | — | — | |
| SoftmaxEPIG2025.10 | 0 | 1 | — | — | |
| BADGE2025.10 | — | — | 0 | 1 | |
| Confidence2025.10 | — | — | 6 | 13 | |
| CoreSet2025.10 | — | — | 0 | 1 | |
| GALAXY2025.10 | — | — | 1 | 8 | |
| GLISTER2025.10 | — | — | 0 | 1 | |
| Random2025.10 | — | — | 0 | 0 |