Hierarchical Open-set Classification on iNaturalist Aves Mixed ID+OOD 21 (test)
110BMHDSSL (per depth)
Evaluation Results
| Method | Links | |
|---|---|---|
| SSL (per depth)Labels per class=102026.01 | 110 | |
| SSL (per depth)Labels per class=202026.01 | 101 | |
| Supervised onlyLabels per class=102026.01 | 94 | |
| SSL (Node PLs)Labels per class=102026.01 | 91 | |
| SSL (per depth)Labels per class=502026.01 | 88 | |
| Supervised onlyLabels per class=202026.01 | 87 | |
| SemiHOCLabels per class=102026.01 | 86 | |
| SSL (Node PLs)Labels per class=202026.01 | 85 | |
| SemiHOCLabels per class=202026.01 | 84 | |
| Supervised onlyLabels per class=502026.01 | 79 | |
| SSL (Node PLs)Labels per class=502026.01 | 78 | |
| SemiHOCLabels per class=502026.01 | 76 | |
| Sup. (all ID labels)Labels per class=102026.01 | 75 | |
| Sup. (all ID labels)Labels per class=202026.01 | 75 | |
| Sup. (all ID labels)Labels per class=502026.01 | 75 | |
| SSL (SPL oracle)Labels per class=102026.01 | 59 | |
| SSL (SPL oracle)Labels per class=202026.01 | 59 | |
| SSL (SPL oracle)Labels per class=502026.01 | 59 |