Hierarchical Open-set Classification on iNaturalist Aves OOD 21 (test)
128BMHDSSL (per depth)
Evaluation Results
| Method | Links | |
|---|---|---|
| SSL (per depth)Labels per class=102026.01 | 128 | |
| SSL (per depth)Labels per class=202026.01 | 119 | |
| SSL (per depth)Labels per class=502026.01 | 102 | |
| Supervised onlyLabels per class=102026.01 | 100 | |
| Supervised onlyLabels per class=202026.01 | 95 | |
| SSL (Node PLs)Labels per class=102026.01 | 90 | |
| SSL (Node PLs)Labels per class=202026.01 | 90 | |
| SemiHOCLabels per class=202026.01 | 87 | |
| Supervised onlyLabels per class=502026.01 | 85 | |
| SemiHOCLabels per class=102026.01 | 82 | |
| SSL (Node PLs)Labels per class=502026.01 | 80 | |
| SemiHOCLabels per class=502026.01 | 76 | |
| Sup. (all ID labels)Labels per class=102026.01 | 73 | |
| Sup. (all ID labels)Labels per class=202026.01 | 73 | |
| Sup. (all ID labels)Labels per class=502026.01 | 73 | |
| SSL (SPL oracle)Labels per class=102026.01 | 53 | |
| SSL (SPL oracle)Labels per class=202026.01 | 53 | |
| SSL (SPL oracle)Labels per class=502026.01 | 53 |