Hierarchical Open-set Classification on SimpleHierImageNet Mixed ID+OOD (test)
1.65BMHDSSL (per depth)
Evaluation Results
| Method | Links | |
|---|---|---|
| SSL (per depth)Labels per class=102026.01 | 1.65 | |
| SSL (per depth)Labels per class=202026.01 | 1.47 | |
| Supervised onlyLabels per class=102026.01 | 1.35 | |
| SSL (Node PLs)Labels per class=102026.01 | 1.31 | |
| SemiHOCLabels per class=102026.01 | 1.31 | |
| Supervised onlyLabels per class=202026.01 | 1.23 | |
| SSL (Node PLs)Labels per class=202026.01 | 1.19 | |
| SSL (per depth)Labels per class=502026.01 | 1.19 | |
| SemiHOCLabels per class=202026.01 | 1.18 | |
| Supervised onlyLabels per class=502026.01 | 1.17 | |
| SSL (Node PLs)Labels per class=502026.01 | 1.13 | |
| SemiHOCLabels per class=502026.01 | 1.12 | |
| Sup. (all ID labels)Labels per class=102026.01 | 1.05 | |
| Sup. (all ID labels)Labels per class=202026.01 | 1.05 | |
| Sup. (all ID labels)Labels per class=502026.01 | 1.05 | |
| SSL (SPL oracle)Labels per class=102026.01 | 0.58 | |
| SSL (SPL oracle)Labels per class=202026.01 | 0.58 | |
| SSL (SPL oracle)Labels per class=502026.01 | 0.58 |