Hierarchical Open-set Classification on iNaturalist19 OOD (test)
1.11BMHDSSL (per depth)
Evaluation Results
| Method | Links | |
|---|---|---|
| SSL (per depth)Labels per class=102026.01 | 1.11 | |
| SSL (per depth)Labels per class=202026.01 | 1 | |
| SSL (Node PLs)Labels per class=102026.01 | 0.94 | |
| SSL (Node PLs)Labels per class=202026.01 | 0.88 | |
| SSL (per depth)Labels per class=502026.01 | 0.86 | |
| Supervised onlyLabels per class=102026.01 | 0.84 | |
| Supervised onlyLabels per class=202026.01 | 0.81 | |
| SSL (Node PLs)Labels per class=502026.01 | 0.81 | |
| Supervised onlyLabels per class=502026.01 | 0.73 | |
| SemiHOCLabels per class=102026.01 | 0.73 | |
| Sup. (all ID labels)Labels per class=102026.01 | 0.71 | |
| Sup. (all ID labels)Labels per class=202026.01 | 0.71 | |
| Sup. (all ID labels)Labels per class=502026.01 | 0.71 | |
| SemiHOCLabels per class=202026.01 | 0.69 | |
| SemiHOCLabels per class=502026.01 | 0.62 | |
| SSL (SPL oracle)Labels per class=102026.01 | 0.37 | |
| SSL (SPL oracle)Labels per class=202026.01 | 0.37 | |
| SSL (SPL oracle)Labels per class=502026.01 | 0.37 |