Concept Alignment on Open Images hierarchy depth 5
0.8018Mean Jaccard SimilaritySPARC
Evaluation results
| Method | Links | ||
|---|---|---|---|
| SPARCTopK=Global, λ=1.02025.07 | 0.8018 | 0.0039 | |
| SPARC (Ablation)TopK=Global, λ=0.02025.07 | 0.7344 | 0.0015 | |
| SPARC (Ablation)TopK=Local, λ=1.02025.07 | 0.2599 | 0.0026 | |
| USAETopK=–, λ=–2025.07 | 0.2166 | 0.0024 | |
| SPARC (Ablation)TopK=Local, λ=0.02025.07 | 0.1651 | 0.001 |