Multi Label Zero Shot Learning On Open Images
평가 지표
MAP
평가 결과
이 벤치마크에서 각 모델의 성능 결과
모델 이름 | MAP | Paper Title | Repository |
---|---|---|---|
MKT(IN-1K) | 89.2 | Open-Vocabulary Multi-Label Classification via Multi-Modal Knowledge Transfer | |
LabelEM | 40.5 | Label-Embedding for Image Classification | |
Attention per cluster | 40.7 | A Shared Multi-Attention Framework for Multi-Label Zero-Shot Learning | |
Fast0tag | 41.2 | Fast Zero-Shot Image Tagging | - |
CONSE | 40.4 | Zero-Shot Learning by Convex Combination of Semantic Embeddings | |
LESA | 41.7 | A Shared Multi-Attention Framework for Multi-Label Zero-Shot Learning | |
ZS-SDL | 62.9 | Semantic Diversity Learning for Zero-Shot Multi-label Classification | |
BiAM | 73.6 | Discriminative Region-based Multi-Label Zero-Shot Learning |
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