Multi-Label Classification on NUS-WIDE
Metric: MAP (higher is better)
Metric: MAP (higher is better)
| # | Model↕ | MAP▼ | Augmentations | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | Q2L-CvT(resolution 384, ImageNet-21K pretrained) | 70.1 | No | Query2Label: A Simple Transformer Way to Multi-L... | 2021-07-22 | Code |
| 2 | MLD-TResNet-L-AAM[448x448] | 68.3 | No | Combining Metric Learning and Attention Heads Fo... | 2022-09-14 | Code |
| 3 | Q2L-TResL(resoluition 448) | 66.3 | No | Query2Label: A Simple Transformer Way to Multi-L... | 2021-07-22 | Code |
| 4 | TResNet-L (resolution 448) | 65.2 | No | Asymmetric Loss For Multi-Label Classification | 2020-09-29 | Code |
| 5 | Q2L-R101(resolution 448) | 65 | No | Query2Label: A Simple Transformer Way to Multi-L... | 2021-07-22 | Code |
| 6 | SRN | 62 | No | Learning Spatial Regularization with Image-level... | 2017-02-20 | Code |
| 7 | MSRN | 61.5 | No | Multi-layered Semantic Representation Network fo... | 2021-06-22 | Code |
| 8 | MS-CMA | 61.4 | No | Cross-Modality Attention with Semantic Graph Emb... | 2019-12-17 | - |
| 9 | S-CLs | 60.1 | No | Multi-Label Image Classification via Knowledge D... | 2018-09-16 | Code |