Multi Label Zero Shot Learning On Nus Wide
評価指標
mAP
評価結果
このベンチマークにおける各モデルのパフォーマンス結果
モデル名 | mAP | Paper Title | Repository |
|---|---|---|---|
| MKT(CLIP) | 42.7 | Open-Vocabulary Multi-Label Classification via Multi-Modal Knowledge Transfer | |
| fast0tag | 15.1 | Fast Zero-Shot Image Tagging | - |
| ML-Decoder | 31.1 | ML-Decoder: Scalable and Versatile Classification Head | |
| BiAM | 26.3 | Discriminative Region-based Multi-Label Zero-Shot Learning | |
| MKT(IN-1K) | 37.6 | Open-Vocabulary Multi-Label Classification via Multi-Modal Knowledge Transfer | |
| ZSL_Generative_MLZSL | 25.7 | Generative Multi-Label Zero-Shot Learning | |
| ADDS (ViT-L-336, resolution 336) | 39.01 | Open Vocabulary Multi-Label Classification with Dual-Modal Decoder on Aligned Visual-Textual Features | - |
| LESA | 19.4 | A Shared Multi-Attention Framework for Multi-Label Zero-Shot Learning | - |
| ADDS (ViT-B-32, resolution 224) | 36.56 | Open Vocabulary Multi-Label Classification with Dual-Modal Decoder on Aligned Visual-Textual Features | - |
| SDL | 25.9 | Semantic Diversity Learning for Zero-Shot Multi-label Classification |
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