Compositional Zero Shot Learning On Mit 3
Metriken
H-Mean
Seen accuracy
Test AUC top 1
Test AUC top 2
Test AUC top 3
Unseen accuracy
Val AUC top 1
Val AUC top 2
Val AUC top 3
Ergebnisse
Leistungsergebnisse verschiedener Modelle zu diesem Benchmark
Modellname | H-Mean | Seen accuracy | Test AUC top 1 | Test AUC top 2 | Test AUC top 3 | Unseen accuracy | Val AUC top 1 | Val AUC top 2 | Val AUC top 3 | Paper Title | Repository |
|---|---|---|---|---|---|---|---|---|---|---|---|
| SymNet | 16.1 | 24.4 | 3.0 | 7.6 | 12.3 | 25.2 | 4.3 | 9.8 | 14.8 | Symmetry and Group in Attribute-Object Compositions | |
| CAILA | 39.9 | 51.0 | 23.4 | - | - | 53.9 | - | - | - | CAILA: Concept-Aware Intra-Layer Adapters for Compositional Zero-Shot Learning |
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