Hierarchical Open-set Classification on SimpleHierImageNet OOD (test)
2.36BMHDSSL (per depth)
Evaluation Results
| Method | Links | |
|---|---|---|
| SSL (per depth)Labels per class=102026.01 | 2.36 | |
| SSL (per depth)Labels per class=202026.01 | 2.07 | |
| Supervised onlyLabels per class=102026.01 | 1.88 | |
| SSL (Node PLs)Labels per class=102026.01 | 1.8 | |
| SemiHOCLabels per class=102026.01 | 1.79 | |
| Supervised onlyLabels per class=202026.01 | 1.73 | |
| SSL (per depth)Labels per class=502026.01 | 1.7 | |
| SSL (Node PLs)Labels per class=202026.01 | 1.66 | |
| Supervised onlyLabels per class=502026.01 | 1.65 | |
| SemiHOCLabels per class=202026.01 | 1.64 | |
| SSL (Node PLs)Labels per class=502026.01 | 1.58 | |
| SemiHOCLabels per class=502026.01 | 1.55 | |
| Sup. (all ID labels)Labels per class=102026.01 | 1.36 | |
| Sup. (all ID labels)Labels per class=202026.01 | 1.36 | |
| Sup. (all ID labels)Labels per class=502026.01 | 1.36 | |
| SSL (SPL oracle)Labels per class=102026.01 | 0.59 | |
| SSL (SPL oracle)Labels per class=202026.01 | 0.59 | |
| SSL (SPL oracle)Labels per class=502026.01 | 0.59 |