Hierarchical Open-set Classification on iNaturalist Mixed ID+OOD 19 (test)
99BMHDSSL (per depth)
Evaluation Results
| Method | Links | |
|---|---|---|
| SSL (per depth)Labels per class=102026.01 | 99 | |
| SSL (Node PLs)Labels per class=102026.01 | 87 | |
| SSL (per depth)Labels per class=202026.01 | 85 | |
| Supervised onlyLabels per class=102026.01 | 83 | |
| SSL (Node PLs)Labels per class=202026.01 | 79 | |
| SemiHOCLabels per class=102026.01 | 77 | |
| Supervised onlyLabels per class=202026.01 | 76 | |
| SSL (per depth)Labels per class=502026.01 | 74 | |
| Supervised onlyLabels per class=502026.01 | 72 | |
| SSL (Node PLs)Labels per class=502026.01 | 72 | |
| Sup. (all ID labels)Labels per class=102026.01 | 71 | |
| Sup. (all ID labels)Labels per class=202026.01 | 71 | |
| Sup. (all ID labels)Labels per class=502026.01 | 71 | |
| SemiHOCLabels per class=202026.01 | 69 | |
| SemiHOCLabels per class=502026.01 | 63 | |
| SSL (SPL oracle)Labels per class=102026.01 | 48 | |
| SSL (SPL oracle)Labels per class=202026.01 | 48 | |
| SSL (SPL oracle)Labels per class=502026.01 | 48 |