Active Labeling on Watkins
62Fraction of Rare Samples SurfacedPerch 2.0
Evaluation Results
| Method | Links | |
|---|---|---|
| Perch 2.0acquisition_heuristic=margin sampling, annotation_budget=fixed2026.06 | 62 | |
| Perch 1.0acquisition_heuristic=margin sampling, annotation_budget=fixed2026.06 | 54 | |
| SurfPerchacquisition_heuristic=margin sampling, annotation_budget=fixed2026.06 | 46 | |
| BEATSacquisition_heuristic=margin sampling, annotation_budget=fixed2026.06 | 41 | |
| BirdNETacquisition_heuristic=margin sampling, annotation_budget=fixed2026.06 | 37 | |
| AudioMAEacquisition_heuristic=margin sampling, annotation_budget=fixed2026.06 | 31 |