Metric: MAP (higher is better)
| # | Model↕ | MAP▼ | Augmentations | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | MKT(IN-1K) | 89.2 | No | Open-Vocabulary Multi-Label Classification via M... | 2022-07-05 | Code |
| 2 | BiAM | 73.6 | No | Discriminative Region-based Multi-Label Zero-Sho... | 2021-08-20 | Code |
| 3 | ZS-SDL | 62.9 | No | Semantic Diversity Learning for Zero-Shot Multi-... | 2021-05-12 | Code |
| 4 | LESA | 41.7 | No | - | - | Code |
| 5 | Fast0tag | 41.2 | No | Fast Zero-Shot Image Tagging | 2016-05-31 | - |
| 6 | Attention per cluster | 40.7 | No | - | - | Code |
| 7 | LabelEM | 40.5 | No | Label-Embedding for Image Classification | 2015-03-30 | Code |
| 8 | CONSE | 40.4 | No | Zero-Shot Learning by Convex Combination of Sema... | 2013-12-19 | Code |