Generalized Compositional Zero-shot Learning on UT-Zap50K (test)
34.6AUCCGE + BatchFormer
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| CGE + BatchFormerReproduced=true2022.03 | 34.6 | 49 | 49.7 | 69.2 | 62.5 | 75.6 | |
| CGEFeature Extraction Strategy=end-to-end2021.02 | 33.5 | 60.5 | 64.5 | 71.5 | 48.7 | 76.2 | |
| CGE2022.03 | 33.5 | 60.5 | 48.7 | 71.5 | 64.5 | 76.2 | |
| CGEReproduced=true2022.03 | 31.5 | 46.5 | 46.3 | 64.5 | 60.3 | 74.4 | |
| TMNFeature Extraction Strategy=fixed2021.02 | 29.3 | 45 | 58.7 | 60 | 40.8 | 69.9 | |
| CompCos2022.03 | 28.7 | 43.1 | 44.7 | 62.5 | 59.8 | 73.5 | |
| CGEffFeature Extraction Strategy=fixed Resnet182021.02 | 26.4 | 41.2 | 56.8 | 63.6 | 45 | 73.9 | |
| AttOpFeature Extraction Strategy=fixed2021.02 | 25.9 | 40.8 | 59.8 | 54.2 | 38.9 | 69.6 | |
| LE+Feature Extraction Strategy=fixed2021.02 | 25.7 | 41 | 53 | 61.9 | 41.2 | 69.2 | |
| SymNetFeature Extraction Strategy=fixed2021.02 | 23.9 | 39.2 | 53.3 | 57.9 | 40.5 | 71.2 |