Predicting Hierarchical Relationships on iNaturalist + CUB
82.41Avg F1 (μ, σ², CLIP)TASK2BOX
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| TASK2BOXBox dimensionality=5D2024.03 | 82.41 | 84.67 | 79.72 | |
| TASK2BOXBox dimensionality=3D2024.03 | 79.35 | 79.66 | 57.63 | |
| TASK2BOXBox dimensionality=2D2024.03 | 67.84 | 69.23 | 39.61 | |
| MLP Classifier2024.03 | 61.45 | 45.25 | 26.34 | |
| Asymmetric Cosine2024.03 | 11.54 | 9.29 | 2.83 | |
| KL Divergence2024.03 | 6.58 | — | 7.94 | |
| Linear Classifier2024.03 | 3.11 | 4.4 | 7.06 | |
| Random2024.03 | 2.06 | — | — | |
| Asymmetric Euclidean2024.03 | 1.71 | 1.71 | 8.53 |