Active Learning on AC
99.28AUC RatioInformative Diversity strategy (Info.)
Evaluation results
| Method | Links | |
|---|---|---|
| Informative Diversity strategy (Info.)Batch Size=252026.05 | 99.28 | |
| Informative DiversityBatch Size=252026.06 | 99.28 | |
| Informative Diversity strategy (Info.)Batch Size=202026.05 | 99.23 | |
| Informative DiversityBatch Size=202026.06 | 99.23 | |
| Informative Diversity strategy (Info.)Batch Size=152026.05 | 99.22 | |
| CAALBatch Size=252026.05 | 99.22 | |
| Informative DiversityBatch Size=152026.06 | 99.22 | |
| CAALBatch Size=252026.06 | 99.22 | |
| CAALBatch Size=202026.05 | 99.18 | |
| CAALBatch Size=202026.06 | 99.18 | |
| ALBLBatch Size=252026.05 | 99.13 | |
| ALBLBatch Size=252026.06 | 99.13 | |
| Informative Diversity strategy (Info.)Batch Size=102026.05 | 99.12 | |
| CAALBatch Size=152026.05 | 99.12 | |
| Informative DiversityBatch Size=102026.06 | 99.12 | |
| CAALBatch Size=152026.06 | 99.12 | |
| ALBLBatch Size=202026.05 | 99.06 | |
| ALBLBatch Size=202026.06 | 99.06 | |
| Informative Diversity strategy (Info.)Batch Size=52026.05 | 99.05 | |
| Informative DiversityBatch Size=52026.06 | 99.05 | |
| ALBLBatch Size=152026.05 | 99.04 | |
| ALBLBatch Size=152026.06 | 99.04 | |
| K-Center strategy (Kc.)Batch Size=252026.05 | 99.01 | |
| K-CenterBatch Size=252026.06 | 99.01 | |
| CAALBatch Size=102026.05 | 99 | |
| CAALBatch Size=102026.06 | 99 | |
| K-Center strategy (Kc.)Batch Size=202026.05 | 98.92 | |
| K-CenterBatch Size=202026.06 | 98.92 | |
| CAALBatch Size=52026.05 | 98.84 | |
| CAALBatch Size=52026.06 | 98.84 | |
| ALBLBatch Size=102026.05 | 98.83 | |
| ALBLBatch Size=102026.06 | 98.83 | |
| K-Center strategy (Kc.)Batch Size=152026.05 | 98.81 | |
| K-CenterBatch Size=152026.06 | 98.81 | |
| ALBLBatch Size=52026.05 | 98.76 | |
| ALBLBatch Size=52026.06 | 98.76 | |
| K-Center strategy (Kc.)Batch Size=102026.05 | 98.65 | |
| K-CenterBatch Size=102026.06 | 98.65 | |
| K-Center strategy (Kc.)Batch Size=52026.05 | 98.55 | |
| K-CenterBatch Size=52026.06 | 98.55 |