| 1 | ADDS(ViT-L-336, resolution 1344) | 93.54 | No | Open Vocabulary Multi-Label Classification with ... | 2022-08-19 | - |
| 2 | ADDS(ViT-L-336, resolution 640) | 93.41 | No | Open Vocabulary Multi-Label Classification with ... | 2022-08-19 | - |
| 3 | ADDS(ViT-L-336, resolution 336) | 91.76 | No | Open Vocabulary Multi-Label Classification with ... | 2022-08-19 | - |
| 4 | ML-Decoder(TResNet-XL, resolution 640) | 91.4 | No | ML-Decoder: Scalable and Versatile Classificatio... | 2021-11-25 | Code |
| 5 | Q2L-CvT(ImageNet-21K pretraining, resolution 384) | 91.3 | No | Query2Label: A Simple Transformer Way to Multi-L... | 2021-07-22 | Code |
| 6 | MLD-TResNet-L-AAM[640x640] | 91.3 | No | Combining Metric Learning and Attention Heads Fo... | 2022-09-14 | Code |
| 7 | ML-Decoder(TResNet-L, resolution 640) | 91.1 | No | ML-Decoder: Scalable and Versatile Classificatio... | 2021-11-25 | Code |
| 8 | Q2L-SwinL(ImageNet-21K pretraining, resolution 384) | 90.5 | No | Query2Label: A Simple Transformer Way to Multi-L... | 2021-07-22 | Code |
| 9 | Q2L-TResL(ImageNet-21K pretraining, resolution 640) | 90.3 | No | Query2Label: A Simple Transformer Way to Multi-L... | 2021-07-22 | Code |
| 10 | IDA-SwinL | 90.3 | No | - | - | Code |
| 11 | CCD-SwinL | 90.3 | No | - | - | Code |
| 12 | MlTr-XL(ImageNet-21K pretraining, resolution 384) | 90 | No | MlTr: Multi-label Classification with Transformer | 2021-06-11 | Code |
| 13 | TResNet-L-V2, (ImageNet-21K-P pretraining, resolution 640) | 89.8 | No | ImageNet-21K Pretraining for the Masses | 2021-04-22 | Code |
| 14 | MlTr-L(ImageNet-21K pretraining, resolution 384) | 88.5 | No | MlTr: Multi-label Classification with Transformer | 2021-06-11 | Code |
| 15 | TResNet-XL (resolution 640) | 88.4 | No | Asymmetric Loss For Multi-Label Classification | 2020-09-29 | Code |
| 16 | TResNet-L-V2, (ImageNet-21K-P pretraining, resolution 448) | 88.4 | No | ImageNet-21K Pretraining for the Masses | 2021-04-22 | Code |
| 17 | GKGNet(resolution 576) | 87.7 | No | GKGNet: Group K-Nearest Neighbor based Graph Con... | 2023-08-28 | Code |
| 18 | M3TR(ImageNet-21K-P pretraining, resolution 448) | 87.5 | No | - | - | Code |
| 19 | GKGNet(resolution 448) | 86.7 | No | GKGNet: Group K-Nearest Neighbor based Graph Con... | 2023-08-28 | Code |
| 20 | TResNet-L (resolution 448) | 86.6 | No | Asymmetric Loss For Multi-Label Classification | 2020-09-29 | Code |
| 21 | IDA-R101 | 86.3 | No | - | - | Code |
| 22 | TDRG-R101(576×576) | 86 | No | Transformer-based Dual Relation Graph for Multi-... | 2021-10-10 | Code |
| 23 | CCD-R101 | 85.3 | No | - | - | Code |
| 24 | ADD-GCN | 85.2 | No | Attention-Driven Dynamic Graph Convolutional Net... | 2020-12-05 | Code |
| 25 | Q2L-R101(resolution 448) | 84.9 | No | Query2Label: A Simple Transformer Way to Multi-L... | 2021-07-22 | Code |
| 26 | TDRG-R101(448×448) | 84.6 | No | Transformer-based Dual Relation Graph for Multi-... | 2021-10-10 | Code |
| 27 | MCAR (ResNet101, 576x576) | 84.5 | No | Learning to Discover Multi-Class Attentional Reg... | 2020-07-03 | Code |
| 28 | MS-CMA | 83.8 | No | Cross-Modality Attention with Semantic Graph Emb... | 2019-12-17 | - |
| 29 | MCAR (ResNet101, 448x448) | 83.8 | No | Learning to Discover Multi-Class Attentional Reg... | 2020-07-03 | Code |
| 30 | KSSNet | 83.7 | No | Multi-Label Classification with Label Graph Supe... | 2019-11-21 | Code |
| 31 | MSRN | 83.4 | No | Multi-layered Semantic Representation Network fo... | 2021-06-22 | Code |
| 32 | ML-GCN | 83 | No | Multi-Label Graph Convolutional Network Represen... | 2019-12-26 | - |
| 33 | GKGNet(resolution 224) | 82 | No | GKGNet: Group K-Nearest Neighbor based Graph Con... | 2023-08-28 | Code |
| 34 | ResNet-SRN | 77.1 | No | Learning Spatial Regularization with Image-level... | 2017-02-20 | Code |