Hierarchical Open-set Classification on iNaturalist Aves ID 21 (test)
0.93BMHDSSL (per depth)
Evaluation Results
| Method | Links | |
|---|---|---|
| SSL (per depth)Labels per class=102026.01 | 0.93 | |
| SSL (Node PLs)Labels per class=102026.01 | 0.91 | |
| SemiHOCLabels per class=102026.01 | 0.9 | |
| Supervised onlyLabels per class=102026.01 | 0.89 | |
| SSL (per depth)Labels per class=202026.01 | 0.82 | |
| SSL (Node PLs)Labels per class=202026.01 | 0.8 | |
| SemiHOCLabels per class=202026.01 | 0.8 | |
| Supervised onlyLabels per class=202026.01 | 0.79 | |
| Sup. (all ID labels)Labels per class=102026.01 | 0.77 | |
| Sup. (all ID labels)Labels per class=202026.01 | 0.77 | |
| Sup. (all ID labels)Labels per class=502026.01 | 0.77 | |
| SSL (Node PLs)Labels per class=502026.01 | 0.76 | |
| SemiHOCLabels per class=502026.01 | 0.75 | |
| Supervised onlyLabels per class=502026.01 | 0.74 | |
| SSL (per depth)Labels per class=502026.01 | 0.73 | |
| SSL (SPL oracle)Labels per class=102026.01 | 0.66 | |
| SSL (SPL oracle)Labels per class=202026.01 | 0.66 | |
| SSL (SPL oracle)Labels per class=502026.01 | 0.66 |